Energy Bytes

EP 83: Paul Brown from BDE Data

collide. — Fri, 10 Apr 2026 05:00:00 -0700

Paul Brown, Founder and Principal Engineer at BDE Data, joins John and Bobby all the way from Scotland for a conversation that covers a lot of ground. From his days as an international drilling engineer dodging pirates off the coast of West Africa to building WellSchematic.com and tackling the nightmare of digitizing 50-year-old multilingual well files, Paul is the rare person who speaks both languages fluently.

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00:00 - Oil prices, energy costs, and life in Scotland vs Texas
01:50 - Paul's background and path from drilling to data
08:19 - WellSchematic.com and legacy well data as a service
10:52 - Drilling war stories: West Africa and the Falklands
15:00 - UK oil industry and energy policy
34:41 - Legacy well file digitization
38:06 - The PDF table extraction problem
42:22 - Open source models vs foundational models
44:31 - AI stack, data privacy, and cloud infrastructure
51:54 - AI's role in the upstream industry
56:04 - Getting tech adopted in the drilling world
59:06 - Coding journey: from PHP and Laravel to Python
1:02:22 - Advice for engineers getting into coding
1:09:38 - Programming languages and AI-assisted development
1:11:56 - Cursor and Claude Code
1:13:55 - Speed round: Scotland, whiskey, and cloud platforms

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EP 82: John Ely, The Godfather of Frac

collide. — Fri, 06 Mar 2026 10:50:57 -0800

When you have 80 patents and a lifetime achievement award in hydraulic fracturing, you have seen some things. John William Ely, Founder of Ely and Associates Corp, and Jon Harper, Vice President of Sales and Marketing, talk frac history, pre-job diagnostics, the slick water revolution, geothermal, and why the industry keeps pumping the same thing and expecting different results.

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0:00 - Intro and guest backgrounds
3:25 - John William Ely's origin story
7:45 - Offshore blowout and well control in the Middle East
11:25 - How fracturing has evolved over 50 years
19:30 - The slick water revolution and where we went wrong
27:40 - Pre-job diagnostics and what operators overlook
36:55 - Geothermal applications and completions challenges
43:50 - Parent-child well interaction and offset communication
47:00 - Refracing and diversion
54:15 - Increasing recovery factor
1:06:35 - Longer laterals, U-turn wells, and land-driven decisions
1:12:35 - Knowledge gaps in the next generation of engineers
1:25:20 - The untapped tight conventional opportunity
1:30:02 - Advice for young engineers entering the industry

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EP 81: Deren, Dagen and Josh from Firm App

collide. — Fri, 27 Feb 2026 05:00:00 -0800

Owner relations in oil and gas has been shoved in a corner forever, basically a "here's your check, don't call me" situation, and Deren Boyd, Dagen Boyd, and Josh Wright, co-founders of Firm App, are building the platform to fix that. These three started in oilfield safety software with iScout, got acquired by KPA, and now they're tackling the massive gap between operators and their surface and mineral owners with AI-powered multichannel communication. We're talking voice agents with adjustable accents, auto-responding emails, chat widgets that actually work, and an owner-facing app that puts payment info and well data in people's pockets. Plus the OKC crew gives their take on Devon and Expand relocating and what that means for the city.

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0:00 Devon and Expand leaving OKC, what it means on the ground
4:42 What is owner relations and why has it been ignored
7:18 Timing and the generational shift driving tech adoption
10:10 How operators have been duct-taping owner relations together
12:05 The owner-facing app and multichannel approach
14:38 AI voice agents, email auto-response, and chatbot workflows
18:15 Building and rebuilding AI architecture every six months
21:29 Under the hood on voice AI, latency, and conversation nuance
26:37 School districts, 10,000 page websites, and unexpected use cases
34:58 The iScout origin story and oilfield safety software
42:17 Getting thrown in the penalty box and winning work back with data
46:13 Revenue statements, vendor portals, and what owners actually ask about
52:24 NAPE plans and the land community
54:48 Business model and implementation timeline
55:58 NIL, college athletics, and the dumpster fire
1:04:36 Dev tools, Claude Code, and the future of SaaS

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EP 80: Kayla Ball from SensorUp

collide. — Fri, 20 Feb 2026 05:00:00 -0800

Bobby Neelon and John Kalfayan sit down with Kayla Ball to break down why the methane compliance space is stuck in the trough of disillusionment, how she ended up cleaning up Petra's flat file nightmare at IHS, and why vibe coding with Claude feels like training your own replacement. They dig into sensor data chaos across ops teams, why public data companies should be worried, the wild difference between building lovable prototypes versus commercial deployments with SOC2 governance, and how AI is forcing everyone to confront the fact that humans shouldn't be entering data into anything anymore.

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0:00 - Devon and Chesapeake leaving Oklahoma City
4:50 - What SensorUp actually does beyond sensors
11:40 - Methane space challenges and compliance markets
18:30 - Why standardizing sensor data is so hard
26:40 - Getting into product management from geology
32:45 - AI automating regulatory workflows and field inspections
38:50 - Vibe coding prototypes versus productizing for enterprises
45:15 - Public data moat questions for IHS and Enverus
52:30 - Duck Lake and licensing components over custom dev
58:15 - Product management changing with Claude Code
1:04:40 - Data problems holding back AI adoption
1:11:20 - Speed round on youth sports complexes and baseball
1:22:40 - Hot takes and wrapping up

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EP 79: Hussein Shel from AWS

collide. — Fri, 13 Feb 2026 08:35:16 -0800

Hussein Shel, CTO and head of business development for energy and utilities at Amazon Web Services, joins Bobby and John to talk about his journey from Chevron engineer to cloud technology leader. They explore how AI coding tools are changing the game for energy companies, why the barrier to entry for building apps has never been lower, and what it means when your reservoir engineer can now spin up their own solutions in minutes instead of months. Hussein shares why he thinks we're only scratching the surface of what's possible when you combine domain expertise with modern AI tools, discusses the cultural shifts needed for energy companies to move fast, and explains why he's both excited about AI's potential and concerned about its massive energy demands.

If you’re into energy tech, you’re in the right place. John and Bobby have built a deep catalog of conversations with the minds modernizing energy inside companies like AWS, Snowflake, Devon Energy, and more. Listen to the full library on Apple Podcasts and Spotify, or watch at https://collide.io/community.

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00:00 - Welcome and introductions
03:14 - Early AI experiments and low-code tools
08:11 - Core principles that haven't changed
12:04 - Managing costs and governance
15:15 - Data access and shadow IT
17:16 - Building apps in weeks vs months
19:25 - Domain-specific foundation models
21:10 - AWS infrastructure and energy footprint
26:21 - Custom silicon and partnerships
29:11 - Current AI model landscape
33:36 - Enterprise adoption challenges
38:58 - Cultural change from the top
42:06 - Scoping problems and quick wins
46:16 - Legacy systems and technical debt
52:18 - Building AI-first energy companies
56:57 - Tech debt acceleration
1:00:04 - Speed round and favorite spots

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Collide AI 2025 Wrapped Part 1: Why Forward Deployed Engineers Ship When AI Pilots Fail

collide. — Tue, 23 Dec 2025 05:00:00 -0800

Collide AI 2025 Wrapped Part 1 turns into a real talk on why forward deployed engineers win where AI pilots stall, with Michael Cortez, John, and Nick Smart swapping war stories from completions, geophysics, and the startup trenches while they map out how Collide Enterprise moves past basic chat tools into search plus workflows that actually hold up in the real world.

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00:00 Setup and intros
00:45 Michael’s path and joining Collide
01:59 Nick’s background and role shift
03:08 Collide Enterprise vs community
04:16 Search, RAG, and workflow evolution
06:31 Why out of the box AI falls short
08:41 Time savings and real work focus
11:39 Single source of truth vision
13:16 Small teams scaling bigger assets
17:18 AI adoption vs past tech hype
19:26 Digital transformation missing link
20:20 Why FDEs make pilots work
23:36 Biggest learnings this year
31:52 What’s next in 2026
38:57 Bold predictions for 3 to 5 years
47:37 Fine tuned models teaser and wrap

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EP 78: Bruce Holman & Corey Scott from Energy Payables

collide. — Fri, 05 Dec 2025 05:00:00 -0800

Bruce Holman and Corey Scott showed up ready to blow up the idea that accounts payable has to be slow, messy, and stuck in the past. They walked us through how Energy Payables is flipping the script with a platform that actually makes sense for operators and vendors, think cleaner workflows, real transparency, and smart tech like AI doing the heavy lifting instead of some poor soul buried in spreadsheets. Between the stories from the field, the back-office chaos they’re fixing, and the vision they have for where oil and gas operations should be headed, this conversation feels like a peek at how the industry finally gets out of its own way and into something a whole lot more efficient.

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00:00 - Intro
01:42 - EnergyLink Platform
08:37 - JIBLink Overview
14:15 - Understanding JIBs
18:10 - Vision for the Platform
20:57 - Evolution of Tech Stack
26:08 - Introduction to Energy Payables
28:18 - What is Energy Payables?
30:14 - Network Effects in Energy Sector
32:50 - Vendor Pain Points
38:15 - Energy Payables Pricing Model
40:25 - AI Impact on Energy Ogre
44:05 - AI for Normalizing Frac Data
47:43 - Data Extraction from PDFs
50:35 - Azure Cloud Solutions
52:07 - Introduction to DataFoundry
55:54 - Token Models Explained
58:12 - Overview of DuckDB
59:04 - Energy Payables API Insights
1:02:30 - Speed Round Discussion
1:06:44 - Contact Information
1:08:35 - Conclusion and Wrap Up

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EP 77: Justin McBroom, Operations Data Specialist

collide. — Fri, 28 Nov 2025 05:00:00 -0800

Justin has a way of making the oilfield and the data world feel like they’ve always belonged together. He walked us through how he’s helped teams untangle messy workflows, clean up data quality issues, and actually make analytics useful instead of overwhelming. From his time at Marathon Oil to experimenting with tools like Snowflake and Alteryx, he’s all about boosting efficiency and giving people the confidence to make smarter decisions. We also ended up talking about where AI actually fits into oil and gas, not the hype, but the stuff that genuinely moves the needle.

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00:00 - Intro
01:12 - Justin McBroom Introduction
05:29 - Data as a Strategic Asset
09:08 - Accessing Data Effectively
11:04 - Optimizing Spotfire Performance
14:30 - Common Pitfalls to Avoid
17:44 - Empowering Your Workforce
19:50 - Alteryx Virtual Query Builder Insights
27:38 - Justin’s 100+ Day Streak Achievement
29:37 - Analyzing Most Popular Posts
31:12 - Strategies for Successful Posts
33:55 - The Dynamics of Social Media Posting
37:18 - The Return of Vine
40:06 - Passionate Posts Discussion
46:02 - AI Designed for Success
50:29 - Recommendations for Companies
55:20 - Encouraging Tool Exploration
57:28 - Accountability in Work
1:06:06 - Speed Round Q&A
1:09:04 - Favorite Houston Restaurant Picks
1:09:31 - Tools Everyone Should Use
1:10:27 - How to Connect with Justin

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EP 76: Christy Hopkins & Philip Heggelund from PandoScape

collide. — Fri, 07 Nov 2025 07:02:47 -0800

PandoScape is on a mission to make data actually make sense. We sat down with Christy Hopkins and Philip Heggelund, the CEO and CTO duo behind the company, to talk about how they’re untangling the mess of data integration in energy. From subsurface insights to cloud headaches, they’re rethinking how information flows across the industry. We got into the good stuff: cleaning up bad data, breaking down silos, and figuring out how to build real trust in data systems. Christy and Philip aren’t just building tools, they’re building a future where energy companies actually use their data instead of drowning in it.

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00:00 - Intro
01:23 - Christy’s International Experience
03:22 - Recent Cloud Outages
06:05 - On-Prem AI Servers
10:59 - PandoScape Overview
18:05 - PandoScape's Services
20:50 - Unique Features of PandoScape
23:20 - PandoScape’s Technology Stack
25:00 - PandoScape’s Business Model
26:40 - Target Market for PandoScape
28:20 - Future Plans for PandoScape
30:00 - PandoScape’s Funding History
31:40 - Hiring Plans at PandoScape
33:20 - PandoScape’s Culture and Values
34:15 - Data Engineering vs Data Science
36:10 - Google vs Bing Comparison
40:10 - Impact of COVID-19
45:58 - The AI Hype Cycle
49:15 - Choosing the Right Tools
51:00 - Importance of Quality Data
52:32 - MCP Server Overview
56:25 - gRPC Technology
57:49 - MCP Server Functionality
1:00:32 - The Magic Layer Concept
1:06:08 - Memory of Things
1:12:30 - Speed Round
1:15:57 - Contacting the PandoScape Team
1:16:40 - Making a Good Mimosa
1:17:22 - Making a Good Margarita
1:17:33 - How to Drink Tequila

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EP 75: Rudy Lacovara from PetroBricks

collide. — Fri, 26 Sep 2025 05:00:00 -0700

Rudy Lacovara is on a mission to untangle the messy data spaghetti that runs through oil and gas. He built PetroBricks to be the “Zapier for energy”, a way to connect clunky systems, automate the repetitive stuff, and make workflows actually make sense. We got into the pain points everyone in the industry knows too well: outdated data standards, SCADA headaches, and the constant struggle to automate without breaking things. Rudy shared how his aerospace background shaped the way he approaches energy tech, why MQTT matters, and how low-code platforms could finally change the game for operators. If you’ve ever wished your data systems would just talk to each other, this one’s for you.

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00:00 - Intro
00:44 - Houston Energy and Climate Week
02:56 - PetroBricks Overview
06:36 - What is PetroBricks?
09:58 - PetroBricks Location
12:45 - Sparkplug B Overview
14:07 - Common Integrations
17:02 - Data Acquisition from Service Companies
19:12 - Journey into Tech
24:34 - Inspiration for PetroBricks
28:05 - Entry into Oil and Gas
31:15 - Issues with Frac Data
34:55 - PetroBricks Insights
38:58 - Tools Used by Matt
41:18 - Akka Framework
43:58 - AI Coding Tools Overview
46:04 - PetroBricks Technology Stack
48:49 - Understanding Containers
51:01 - Benefits of Containers
54:33 - Speed Round
59:30 - Favorite Vacation Destination
59:35 - Preferred LLM for Problem Solving
01:01:09 - Houston Insights
01:01:29 - Book Recommendation
01:03:54 - How to Connect with Rudy

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EP 74: Husam Rahman from aai agency

collide. — Fri, 19 Sep 2025 05:00:00 -0700

AI is shaking things up in oil and gas, and Hussam Rahman is right in the middle of it. He’s the founder of AAI Agency and the brains behind tools like Petri, a copilot built for engineers, and the Business Toolkit that helps companies cut through messy workflows. We got into how AI is solving everyday headaches, think bad data management, clunky reporting, and inefficient processes, while opening the door to automation and smarter decision-making. Hussam’s mix of industry experience and forward-thinking tech makes for a conversation that’s equal parts practical advice and big-picture strategy on where AI is taking the energy world next.

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00:00 - Intro
04:56 - What does AAI stand for
05:05 - Do You Really Need AI?
11:00 - AI in the Oil & Gas Industry
12:22 - Importance of Quality Data
13:38 - Data Engineering in Machine Learning
15:04 - AI as a Tool in Industry
16:25 - Use Cases for Large Language Models
19:29 - Explainability in AI
23:18 - LLMs: Answers vs. Correct Answers
24:30 - Petrie Overview
25:30 - Context in Data Analysis
30:59 - Data Storage Solutions
34:59 - Career Path Insights
39:34 - Petri Excel Add-In Features
43:24 - Career Progression from Hess
48:30 - Prototyping Importance
50:15 - Rapid Prototyping with AI
52:53 - Solopreneurship Opportunities
53:00 - Tools in Your Tech Stack
58:35 - Arc Overview
01:01:06 - Speed Round
01:02:54 - Things to Do in Qatar
01:02:30 - Best Coffee Shops in Houston
01:02:55 - Language Model Preferences
01:04:45 - Current Reading List
01:06:24 - Contacting Hussam
01:06:40 - Outro

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EP 73: Steven Barrow from Patronus Energy

collide. — Fri, 12 Sep 2025 05:00:00 -0700

AI is no longer just a buzzword in oil and gas, it’s reshaping how the entire industry works. Steven Barrow grew up as a fourth-generation oilfield guy, but instead of sticking with tradition, he’s pushing things forward with Patronus Energy. We got into everything from using computer vision to spot safety issues, to drones inspecting sites, to automating the headache of P&IDs. Steven’s story ties it all together: a blend of family legacy, startup grit, and some seriously cool applications of AI that are cutting through inefficiencies and making oilfield operations smarter. It’s equal parts tech talk and real-world problem solving, with a few glimpses into where energy might be headed next.

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00:00 - Intros
01:58 - Patronus Energy Overview
04:02 - Founding Patronus Energy
11:04 - Field Experience Insights
14:07 - Effective Learning Methods
15:46 - Software Development Background
18:14 - Coding Journey
19:06 - Smart Pigging Technology
20:00 - Software Development for E&Ps
22:53 - MLOps in Energy Sector
25:57 - Product Development Inflection Point
27:54 - Project Preferences
30:36 - Computer Vision Innovations
36:00 - Impact of Ukraine War on Process Safety
39:30 - AI Applications in Process Safety
41:40 - Drone Survey Usage
44:53 - Drone Lighting Solutions
46:43 - Technology Stack Overview
49:50 - Underrated Tools and Frameworks
51:44 - Future of Work in Energy
55:12 - Prototyping Techniques
56:06 - Scripting to Production
1:00:34 - Dining Recommendations in Bentonville

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EP 72: Scott Casso from Casso Land

collide. — Fri, 05 Sep 2025 05:00:00 -0700

AI isn’t just creeping into oil and gas, it’s blowing the doors open. Scott Casso from Casso Land & Imaging Services walked us through how his team is dragging decades of dusty, “dark” data into the digital age. Think land title work, document digitization, and the kind of workflow cleanup that makes mergers and acquisitions a whole lot smoother. Instead of drowning in paper, companies can now actually use their data, cut inefficiencies, and make faster, smarter decisions. It’s a mix of old-school industry grit and next-gen AI muscle and it shows how tech can unlock value hiding in plain sight.

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00:00 - Introductions
01:18 - Casso Land and Imaging Services
05:45 - Importance of Digitizing Data
09:19 - QR Codes in Data Management
12:27 - Meaning of Digitizing
15:12 - Digitization in Mergers & Acquisitions
17:49 - Pre-Sale Data Digitization
21:56 - Key Documents for Data Extraction
27:50 - Value of Searchable Data Today
30:30 - Relationships in Data Analysis
35:09 - Data Engineering and LLMs
38:04 - External Support in Oil & Gas
43:38 - Scott's Journey into the Industry
50:25 - Speed Round Questions
53:02 - Influential Books
57:30 - Favorite Outdoor Activities in Oklahoma
01:01:03 - Where to Find Scott
01:01:53 - Wrapping Up

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EP 71: Mathias Lia Carlsen from whitson

collide. — Fri, 15 Aug 2025 05:00:00 -0700

Mathias has a knack for shaking up an industry that doesn’t exactly love change, and he’s doing it from the inside. As CEO of Whitson, he’s bringing petroleum engineering software into the cloud era, building tools that work in real time instead of waiting on clunky desktop updates. We talked about what it takes to get a traditional industry to embrace modern platforms, why seamless data integration is the real game-changer, and how Whitson Plus is helping make it happen. Somewhere along the way, we compared life in Norway to Houston, swapped taco recommendations, and even found a few similarities between fjords and tech. It’s a mix of innovation, culture, and just enough humor to remind you that oil and gas tech can actually be fun.

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00:00 - Intro
01:05 - Norway Geography Overview
04:26 - Understanding WITSML Standards
05:55 - Introduction to WITS Protocol
12:45 - Data Sovereignty Explained
17:15 - SOC 2 Compliance for Software
17:37 - International Market Entry Advice
19:58 - Software Portability Across Clouds
22:06 - Strategies for Reducing Cloud Costs
23:20 - COVID-19 Impact on Cloud Adoption
24:10 - Cloud Provider Flexibility
25:15 - Whitson Product Overview
27:28 - Whitson PBT Features
29:10 - Whitson Spacing Solutions
34:51 - Well-by-Well Analysis
39:21 - Watson Plus Overview
43:37 - Data Integration Strategies
47:10 - Future of WITSML and RESQML
52:40 - Importance of Software Integrations
54:09 - Leveraging APIs for Growth
55:30 - Snowflake Data Solutions
59:23 - Speed Round Q&A
1:06:00 - Contacting Whitson
1:07:45 - Closing Remarks
1:09:33 - Unique Aspects of Collide Energy
1:13:14 - Outro

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EP 70: Michael Egan from Bunting Labs

collide. — Fri, 08 Aug 2025 05:00:00 -0700

AI and GIS might not sound like the flashiest combo, until you hear what Bunting Labs is cooking up. Michael Egan breaks it down with John and Bobby: how they’re turning old-school geologic maps into clean, digital datasets, baking large language models into QGIS, and giving non-technical folks the power to ask spatial questions like pros. From landmen to transportation planners, this episode explores how tools like Mundi are cutting down analysis time and opening up the GIS world to way more people. It’s all about smarter maps, faster workflows, and making geospatial data way less intimidating.

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00:00 - Intro
01:25 - Michael Egan, Bunting Labs Co-Founder
03:51 - Billion Dollar Idea in Tech
05:52 - Fencing Solutions in GIS
07:41 - Overview of Bunting Labs
09:44 - Understanding GIS Technology
12:41 - Mundi and Spatial Data Interaction
15:42 - Comparing Mundi and Bunting Labs
19:20 - Target Audience for Mundi
21:34 - Energy Use Cases in GIS
23:16 - Plat Digitizer Overview
24:51 - Primary Use Cases of Mundi
27:58 - Embedding Mundi in Applications
30:33 - Base Map Compatibility in GIS
33:00 - Maximizing QGIS Utilization
34:08 - Computer Vision and LLM Integration
37:30 - Future of WebGIS Technology
39:48 - Advancements in Computer Vision
43:20 - Self-Hosting Solutions Explained
46:20 - Dataset Iteration Techniques
48:27 - Cursor in Oil and Gas Industry
53:36 - Cursor Applications in GIS Industry
01:00:03 - Exploring the Tech Stack
01:02:42 - Choosing a Cloud Provider
01:03:41 - Non-OpenAI Model Preferences
01:04:16 - Favorite Vacation Destinations
01:04:45 - YC Company Highlights
01:06:44 - Where to Find Michael Egan
01:07:50 - Outro

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EP 69: Bella Kelada-Khalil from Midnight Marketing

collide. — Fri, 27 Jun 2025 05:00:00 -0700

AI isn’t just showing up in oil and gas, it’s kicking the door down. We hung out with Bella Kelada-Khalil from Midnight Marketing, who’s diving headfirst into petroleum engineering and AI after starting in sales and events. She’s asking the smart, unfiltered questions you wish you could, and we’re here for it. We swap stories on how AI is automating the boring stuff, making data wrangling less painful, and helping teams actually trust what they’re looking at. From LangChain setups to sketchy data rooms, it’s all on the table. This one’s for anyone wondering how tech and tradition can play nice in the field.

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00:00 - Intro
01:40 - Flipping the Table
07:00 - Journey to AI Adoption
13:34 - Understanding AI, ML, and LLM
15:37 - AI vs Machine Learning vs LLMs Explained
17:23 - The Power of LLMs
20:55 - Starting Platforms for AI
22:24 - Free vs Paid AI Models
28:15 - Starting Points in Petroleum Engineering
30:06 - Essential Learning Before AI
31:42 - Building a Data Foundation
34:40 - LinkedIn's Data Insights
37:25 - AI-Generated Video Content
41:10 - Authenticity in AI Creations
44:35 - AI in Due Diligence Processes
49:00 - Training Duration for AI Models
51:15 - Optimal Efficiency in AI
54:51 - Successful AI Use Cases in Production
58:50 - Tech Stack Essentials
1:03:04 - Data Accessibility Challenges
1:08:24 - Barriers to AI Adoption in Oil & Gas
1:12:15 - LLMs vs Other Tech Hypes
1:17:46 - Outro

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EP 68: Cameron Snow from Danomics

collide. — Fri, 20 Jun 2025 05:00:00 -0700

Tired of clunky geoscience software that feels like it was built in the '90s? Same. That’s why we brought on Cameron Snow from Danomics to talk about how his team is shaking things up. He’s built a platform that actually makes life easier for geologists and engineers, no more wrestling with legacy tools just to run a few thousand wells. We got into how Danomics uses AI (without going full robot overlord), how the cloud isn’t just buzzword fluff, and why data management doesn’t have to suck. If you’ve ever cursed at reservoir modeling software, you’ll want to hear this one.

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00:00 - Intro
01:00 - EOG Acquires INNO
03:39 - Understanding Danomics
07:18 - Importance of Cloud for Danomics
10:38 - Cloud First Strategy
14:17 - Data Residency Explained
15:42 - Founding Danomics
17:34 - Coding Journey
22:54 - Programming Languages Overview
25:14 - Managing Complex Equations
29:05 - Handling Customer Requests
32:54 - Significance of UI/UX Design
36:40 - Meeting User Expectations
38:54 - Software Integration with Applications
43:25 - Data Management and Organization
50:07 - Coding for Geoscientists and Engineers
59:48 - AI's Impact on Oil and Gas Industry
01:00:02 - AI's Limitations in Oil and Gas
01:05:25 - Speed Round
01:09:10 - Contacting Cam
01:10:00 - Outro

EP 67: Jeff Krimmel from Krimmel Strategy Group

collide. — Fri, 13 Jun 2025 05:00:00 -0700

If you've ever wrestled with messy datasets, legacy code, or trying to get executives to actually *use* data, you’ll get a kick out of this one. We sat down with Jeff Krimmel from Krimmel Strategy Group to talk shop about how he’s helping energy companies turn their mountain of data into real-world strategy. We hit everything from making peace with Fortran (yep, still kicking) to getting smart about tools like Snowflake and Databricks, and even why asking better questions matters more than the data itself. Jeff’s got a sharp eye for cutting through the noise—and a knack for blending cold, hard numbers with human behavior. Whether you geek out on AI trends or just want your data dashboards to make more sense, this convo's got something for you.

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00:00 - Intro
04:05 - Snowflake Summit Insights
06:22 - Data Utilization by Jeff
11:28 - Over-engineering in Decision Making
14:08 - Effective Forecasting Techniques
15:21 - Understanding Variable Importance
16:18 - Confidence in Decision-Making Processes
19:20 - Engineering vs Energy Industry Decisions
21:20 - The Role of Assumptions in Analysis
22:50 - Proof of Work Explained
23:30 - Managing Risk and Uncertainty in Energy
27:17 - Overview of Crudele Strategy Group
27:31 - Typical Project Workflow
27:37 - Tools Used by Matt
31:17 - Foundations of Energy Sector
32:56 - Value of Third-Party Perspectives
34:40 - Data Abundance in Energy Sector
35:55 - Jeff's Data Acquisition Methods
38:30 - Understanding OData
41:40 - Challenges with APIs
43:20 - Google Sheets Scripting Techniques
46:40 - Integrating DuckDB with Google Sheets
48:37 - Chart Visualization Insights
50:49 - Cost of DIY Solutions
52:47 - Trusting AI in Decision Making
58:18 - Speed Round Discussion
58:20 - Jacob’s Startup in Energy
58:29 - Would You Rather: C++ vs Fortran
59:10 - Favorite Houston Restaurant Recommendations
1:00:08 - Favorite Scripting Language Choices
1:04:36 - Cancun Travel Insights
1:07:21 - How to Connect with Jeff
1:08:03 - Collide Platform Overview
1:09:39 - Building a Community: The Grind
1:10:27 - Growth Strategies for Collide
1:11:09 - The Endless Journey in Software Development
1:11:35 - Conclusion on Software Development Challenges
1:11:50 - The Ongoing Nature of Development

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EP 66: Cam Sinclair from SmartChain

collide. — Fri, 06 Jun 2025 05:00:00 -0700

SmartChain is on a mission to kill off the chaos of clunky contracts in oil and gas and they might actually be pulling it off. We caught up with their co-founder Cameron Sinclair, who’s turning heads with a platform that automates the mess out of invoicing, closes those dreaded “leakage” gaps, and makes cash flow way less of a guessing game. From aligning incentives between operators and vendors to building smarter, data-driven performance contracts, Cameron breaks down how SmartChain is flipping the script on old-school processes and dragging them into the digital age. If you've ever dealt with contract nightmares (or just want your ops to run smoother), this one’s worth a listen.

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00:00 - Guest Intro
01:15 - Cam’s Background
07:28 - Starting SmartChain
10:36 - Origin of SmartChain
13:18 - Overview of SmartChain
17:47 - Challenges in Digitizing Field Tickets
23:00 - Impact on Cash Flow
24:40 - Understanding DSO and Its Importance
26:42 - Average DSO & DIR Analysis
28:44 - Case Study 1: Offshore Drilling Insights
30:49 - Case Study 2: Performance Contract Overview
32:40 - Strategies for Creating Better Contracts
39:37 - Addressing Pushback and Objections
41:15 - Mutual Benefits for Operators and Service Companies
46:15 - Charging Models Explained
48:42 - Successful Oil and Gas Startups
50:35 - Role of Blockchain in Energy
57:17 - Closing Thoughts
57:58 - Favorite Rugby Team
58:10 - Book Recommendations
58:54 - Favorite Speculative Crypto
01:00:34 - Favorite Vacation Spot
01:01:31 - Connecting with Cameron

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EP 65: Brandon Davis from AFE Leaks

collide. — Fri, 23 May 2025 05:00:00 -0700

We're lifting the curtain on the mysterious world of energy data transparency with the guy who's shaking things up at AFE Leaks. He's on a mission to break open the hidden details around oil and gas costs and operations, think: cracking open dusty old filings and turning them into something everyone can actually use. He chats about the wild ride of starting a data-driven company in an industry ruled by giants, spills some truth about the headaches of digitizing mountains of paperwork, and gives us a peek at how AI is quietly changing the game. Plus, hear what’s really happening behind the scenes in the ultra-competitive lower 48 data market and how clear, accessible data might just be the industry's next big revolution.

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00:00 - Intro
01:29 - Enverus Acquisition $6B
05:49 - Competing with IHS & Drillinginfo
07:05 - Selling Strategies in Energy Sector
11:02 - Role of Geologists in Industry
13:07 - Understanding Reserves in Energy
15:22 - AFs and AFEs Explained
23:00 - Data Extraction from PDFs
24:34 - Optimizing Lease Operating Expenses (LOE)
28:13 - Business Education for Engineers
31:40 - Learning to Code for Professionals
34:21 - Choosing the Right Model in Energy
35:48 - Building Your Tech Stack
39:57 - Data Insights and Interesting Findings
43:28 - Sourcing Reliable Data
45:54 - AFE Leaks’s Unique Business Model
47:15 - Accessing AFE Leaks’s Data Resources
48:20 - Identifying Target Customers
51:30 - Entrepreneurship Journey Insights
54:01 - Recommended Books for Entrepreneurs
55:01 - Favorite R Packages for Data Analysis
56:43 - Top Vacation Destinations
57:59 - Best Restaurants Recommendations
1:00:06 - Community Engagement
1:02:22 - Connecting with Brandon Davis

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EP 64: Joshua Johnston from Capsher Technology

collide. — Fri, 25 Apr 2025 05:00:00 -0700

AI isn't just a buzzword in oil and gas, it’s changing the game, and we’re breaking it down with someone who’s been in the trenches making it happen. From smarter fracking and streamlined drilling to navigating the chaos of legacy systems, this convo peels back the curtain on what it *really* takes to build tech that actually works in the field. We’re talking massive data, modular design, edge computing, and the art of blending innovation with boots-on-the-ground practicality. If you’re curious how AI is actually showing up in energy (and not just living in PowerPoints), you’ll want to hear this one.

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00:00 - Intro
00:37 - What Does Capsher Technology Do
02:39 - Evolution of Software Development
05:09 - Strengths of AI Technology
06:26 - Overview of Collide Software
09:04 - Understanding RAG Models
10:09 - Implementing AI Solutions
13:43 - Energy-Specific Software Development
18:14 - High-Resolution Data Acquisition Techniques
22:15 - Benefits of Containerization
25:22 - Data Transfer to the Cloud
29:20 - Frontend Technologies in Use
30:33 - Introduction to GraphQL
31:54 - Common Software Projects
33:20 - Mobile Development Trends
37:12 - AI-Assisted Software Development
43:35 - AI Expectations vs. Reality
47:34 - Journey into Technology
50:45 - Speed Round
55:56 - Where to Find Joshua Johnston

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EP 63: Vicki Knott from CruxOCM

collide. — Fri, 04 Apr 2025 12:54:35 -0700

What happens when a control room engineer gets fed up with clunky old systems and decides to rebuild them from the ground up? You get CruxOCM, a company shaking up pipeline automation with tools like PipeBot and GatherBot that sound like sci-fi but are very real (and very efficient). Vicki Knott shares how she went from pulp and paper mills to leading a tech company that blends first-principles engineering with machine learning to make pipelines safer, faster, and smarter. We talk outdated SCADA, automation that actually works, and how merging physics with AI is unlocking massive ESG potential in midstream.

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00:00 - Intro
00:50 - Best Places to Build Software Companies
03:20 - Evaluating Canadian Tech Talent
06:15 - Vicki's Journey to Krux
14:14 - IIoT vs SCADA Explained
15:27 - Overview of Krux's Services
17:50 - The Journey of Krux
19:34 - Pipet Technology Insights
20:35 - Data Access Solutions
23:35 - Historic vs Modern Architecture
26:50 - OUTRO
27:01 - Krux vs Competitors Analysis
28:30 - Understanding the Technology Stack
29:30 - Onboarding New Clients Effectively
34:00 - Krux and Microsoft Fabric Integration
36:10 - Optimizing Maintenance with Krux
37:23 - Krux's Connection to SCADA Systems
39:14 - Impact of AI and LLMs on Business
43:37 - Focus and Task Management Challenges
44:29 - ESG Benefits in Energy Sector
47:54 - Optimizing Energy Infrastructure Strategies
49:25 - Understanding the Energy Sector
50:55 - Silicon Valley's View on Energy Industry
54:28 - Recommended Books for Entrepreneurs
55:09 - Exploring Canadian Snacks
56:24 - Dining Recommendations in Calgary
57:20 - Favorite Vacation Destinations
58:01 - Understanding Canadian Slang
58:34 - Connecting with Vicki Knott

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EP 62: Nick Fornicola from Beusa Energy

collide. — Fri, 28 Mar 2025 05:00:00 -0700

AI in oil and gas isn't just a buzzword, it's actually solving real problems out in the field. On this episode, we chat with someone who's knee-deep in the data trenches and building tools that make workflows faster, smarter, and way less painful. From using vibration data to predict when gear’s about to break, to training AI to read and summarize boring old PDFs, it’s all about turning raw info into real decisions. There’s even talk of automating SQL queries (so your data team can finally breathe). If you’ve ever wrestled with messy data or clunky systems, this one’s got some seriously cool insights.

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00:00 - Intro
01:24 - Mistral's New API
05:02 - Multimodal Models in Data Pipelines
07:03 - Generative vs Deterministic Models
10:56 - Generative AI Program
11:52 - Generative AI in Oil & Gas Industry
18:05 - RAG Memory Capabilities
19:50 - Training Your Data Team
23:34 - Visa's Data Architecture Insights
33:10 - Why Choose Databricks
35:00 - Text to SQL Transformation
35:52 - Generative AI Applications
37:55 - AutoML Overview
43:19 - Technical Skills Erosion in Data
45:30 - N-Gen Projects and Innovations
48:40 - Vibration Data as Physical Measurement
51:33 - Insights from Vibration Data
55:26 - Personal Journey in Data
59:23 - Empowering Subject Matter Experts
1:00:09 - Formal Education vs Self-Taught Paths
1:05:35 - Speed Round
1:10:15 - End
1:10:48 - Favorite Vacation Destination
1:11:38 - Contact Ryan and Social Links

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EP 61: Brock Meyer from Wise Rock

collide. — Wed, 12 Feb 2025 05:00:00 -0800

Oil and gas engineers drowning in data, meet your new best friend—Wise Rock. We’re talking lightning-fast analytics, effortless communication, and a platform built to make your life easier. Brock Meyer, the brains behind it, joins us to share how his tech is slashing downtime, streamlining workflows, and bringing exception-based surveillance to the oilfield. Think real-time SCADA data, production forecasts, and well histories all in one sleek, intuitive interface. No more clunky systems or data black holes—just clean, contextualized insights that actually help you get ahead. Brock’s journey from petroleum engineer to tech founder is packed with lessons on modern data stacks, AI-driven decision-making, and why human-centered design is the future of oil and gas.

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00:00 - Intro
00:48 - Catching Up
02:04 - Guest Introduction
05:48 - Importance of Communication in Data Platforms
08:52 - Foundation for AI/ML Models
09:58 - Wise Rock’s Value Proposition
12:45 - Early Days of Wise Rock
21:22 - Data Visualization Techniques
26:25 - Technology Stack Overview
30:14 - Why Choose Dagsure
33:53 - Market Penetration Strategies
39:43 - Exploring TimescaleDB
40:50 - Tech Deep Dive
42:40 - Wise Rock's Industry Impact
45:54 - Importance of Quality Data
49:25 - Future Plans for Wise Rock
52:50 - IronPython Reference Discussion
55:44 - Speed Round Q&A
59:58 - Where to Find Brock Meyer
1:00:04 - Contacting Brock Meyer
1:01:08 - Final Thoughts on the Episode
1:01:33 - Outro

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EP 60: Onega Ulanova from QMS2GO

collide. — Thu, 12 Dec 2024 07:59:46 -0800

From Kazakhstan to Louisiana and now shaking up the oil and gas industry, Onega Ulanova’s story is as bold as her startup, QMS2GO. This AI-powered tool is turning the grind of quality management into a smooth operation, automating audits, crafting training materials, and capturing wisdom from seasoned machinists. Inspired by her own experience as a quality auditor, Onega created QMS2GO to save quality managers hours (if not weeks!) of manual work. With plans to grow, fundraise, and launch a beta release, this tech is set to make waves for companies big and small. Plus, who doesn’t love a smart AI sidekick handling the heavy lifting?

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00:00 - Intro
00:55 - What is QMS2GO? | Quality Management System
03:25 - Auditing Process | Compliance & Standards
11:07 - Journey to Louisiana Tech | Educational Background
12:01 - Moving to the US from Kazakhstan | Immigration Experience
14:15 - Starting Your Own Company | Entrepreneurship Journey
18:55 - LA New Product Development | Innovation Strategies
21:20 - Transition from Industrial to Consumer Products | Market Shift
24:24 - Early Products | Product Development History
25:04 - Shark Tank | Pitching to Investors
27:19 - QMS2GO Overview | Business Model
29:10 - Building for Different Industries | Market Adaptation
31:16 - Return to Auditing | Career Path
33:35 - Bootstrapping | Funding Strategies
34:34 - Responsibility of Taking Other People's Money | Financial Ethics
38:44 - Strategic Investor Relationships | Funding Advice
41:40 - Investor Skepticism | Business Viability
45:08 - QMS2GO’s Users | Customer Base
51:13 - How QMS2GO is Being Used | Practical Applications
52:56 - Importance of User Feedback | Continuous Improvement
55:33 - Raising Funds | Fundraising Strategies
56:50 - Pricing Model | Business Strategy
01:01:23 - AI in Cold Outreach | Technology in Marketing
01:03:34 - Speed Round | Quick Questions
01:03:54 - Things to Do in Ruston | Local Attractions
01:04:33 - Best Restaurant in Houston | Dining Recommendations
01:06:23 - Running a Company in Ruston | Business Environment
01:08:04 - Best Place to Eat in Shreveport | Food Recommendations
01:09:02 - How to Reach Andiega | Contact Information

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EP 59: Jacob Matson from MotherDuck

collide. — Thu, 05 Dec 2024 05:00:00 -0800

What happens when a lightning-fast database meets a quirky name like MotherDuck? You get DuckDB, an embeddable powerhouse shaking up the data warehouse world. It’s fast, it’s sleek, and it’s turning traditional multi-node setups into yesterday’s news. Jacob Matson from MotherDuck spills the beans on how they’re turbocharging DuckDB for the cloud, making it a dream for anyone juggling local and cloud workflows. Think edge computing, IoT magic, and SQL that's so smart it practically writes itself. Whether you’re crunching numbers in finance or wrangling data in oil and gas, this one’s for the data nerds who like their tech cutting-edge and their tools feather-light.

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00:00 - Intro
02:06 - DuckDB for Google Sheets
05:24 - Jacob’s Journey to DuckDB
11:05 - OLTP vs OLAP
13:08 - DuctDB
16:59 - MDSinaBox
19:08 - NBA Jam
20:05 - MDS in a Box
22:19 - Running on the Edge
23:56 - Chick-fil-A
26:20 - DuckDB
31:10 - Querying Data Where It Lives
35:30 - ODBC vs Arrow DataFusion
42:13 - Mothertuck
42:55 - Motherduck
46:25 - What is Mother Duck
51:10 - Connecting BI Tools to Mother Duck
52:55 - PG DuckDB
54:33 - Using DuctDB with Postgres
56:21 - DuctDB as Cache for Snowflake
58:25 - ROI of Data Teams
1:01:30 - Future of ELT
1:05:20 - Embeddings in Data
1:06:20 - Language Models in Analytics
1:07:40 - Prompt SQL Techniques
1:15:10 - DuckDB Pushing SQL Forward
1:18:22 - Speed Round
1:19:34 - Favorite Non-DuckDB Database
1:20:28 - Favorite Video or Board Game
1:21:07 - Best Places to Eat in Seattle
1:21:37 - Tyson vs Jake Paul 2

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EP 58: Jon Brewton from data²

collide. — Thu, 21 Nov 2024 05:00:00 -0800

AI and energy might sound like an odd couple, but data² is making it a match made in industrial heaven. With their GraphRAG tech hitting 99% accuracy, they’re tackling billion-dollar challenges like well abandonment and lease block acquisition while rethinking how the energy sector uses AI. Led by John Brewton, who’s blended big-league experience from Chevron with cutting-edge tech smarts, the team’s unique mix of energy pros, tech experts, and even military minds is driving solutions that are agile, scalable, and downright impressive. This isn’t just about data, it’s about turning AI into a true industry game-changer.

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00:00 - Intro
03:36 - MIT Robot Learning Breakthrough
06:24 - DataSqured’s Secret Sauce
11:09 - Introduction to ContextSmith
14:15 - Jon’s Background and Founding of ContextSmith
21:59 - ExtraaD and Graph Usage
23:40 - Understanding Graph Databases
29:44 - Model Training Techniques
32:28 - Introduction to RAG
40:45 - Tech Community Challenges
42:49 - Transition from POC to Production
44:49 - AI Limitations: "I Don't Know"
46:05 - Canvass AI Functionality
54:35 - Data Integration into Models
56:13 - A2D and Data Hosting Environments
1:00:26 - Speed Round
1:04:08 - Vector Databases Insights
1:05:27 - Houston Restaurants Discussion

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EP 57: EZ Ops and Detechtion

collide. — Thu, 14 Nov 2024 05:00:00 -0800

Get ready for a deep dive into field data capture with Brandon Ambrose, the mastermind behind EZ Ops, and Ruchita Rosario, data science whiz from Detechtion. They’re breaking down how they’re making life easier for the folks on the ground in oil and gas by bringing AI and smarter data to field operations. Instead of drowning in raw data, operators now have tools that actually make sense of it all, highlighting what matters most, cutting the clutter, and boosting efficiency. From the roots of EZ Ops in Western Canada to becoming a game-changer for blue-collar teams, Brandon and Ruchita share how they’re building a smarter, more connected future for oil and gas.

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00:00 - Intro
01:14 - Detection and EZ Ops
02:56 - How EZ Ops Started
05:29 - Challenges of Field Data Capture
08:26 - Achieving Consistent Field Data Capture
13:18 - One Platform to Rule Them All
18:01 - Reporting and Analytics
20:10 - Advice for Entrepreneurs
24:45 - Mobile First vs Web App First
25:55 - What is a Progressive Web App
28:35 - Original Tech Stack
30:25 - Role of a Data Scientist
34:35 - Snowflake and Sigma
40:18 - AIML Applications for EZ Ops
43:33 - Early Wins from Operator Optimization
46:20 - EZ Ops Historical and Future Target Users
53:00 - Gamification Strategies
58:11 - Closing Remarks
1:00:42 - Speed Round
1:05:23 - Book and Podcast Recommendations
1:09:04 - Where to Eat in Toronto
1:10:55 - Finding Ruchi and Brandon

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EP 56: Spotfire: The Ultimate Guide for Data Scientists

collide. — Thu, 07 Nov 2024 05:00:00 -0800

Atheer Al-Attar and Jose Leviaguirre, AI experts from Spotfire, join hosts Bobby and John on this episode of Energy Bytes to reveal how Spotfire is transforming data analysis in the oil and gas sector. They delve into Spotfire's AI-powered co-pilot that enhances decision-making through advanced data visualization and real-time insights, helping companies overcome the limitations of traditional tools in fast-paced industrial markets. Atheer, a principal data scientist, and Jose, a telecom engineer, bring their expertise to discuss the future of AI in digital transformation and how Spotfire’s innovative solutions lead the way in energy tech.

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00:00 - Intro
01:22 - Spotfire Overview
04:56 - Future of Work Adaptation
08:00 - AI as a Co-Pilot
10:40 - Understanding Spotfire
17:35 - Spotfire's Innovative Edge
19:05 - Spotfire Extensibility and Data Exploration
21:07 - TIBCO Spotfire Mods Explained
25:20 - TIBCO Spotfire Energy Forum Insights
29:50 - Core Business Model of TIBCO Spotfire
33:04 - Spotfire Cloud vs On-Premises Comparison
35:01 - Spotfire Data Science and ML Library
37:20 - Action Mods in TIBCO Spotfire
40:40 - Writing Back to Databases
44:00 - Automation Services Overview
46:57 - Co-Pilot Functionality
52:22 - Data Tables and Charts in Spotfire
54:34 - LLM for HSE Document Management
58:13 - Favorite Project Highlights
58:56 - Dynamic Time Warping Explained
01:05:40 - Creating Map Charts
01:09:15 - Favorite Book or Podcast Recommendations
01:11:43 - Favorite Open Source Libraries
01:13:18 - Favorite Video or Board Game
01:14:30 - Favorite Houston Restaurant Picks
01:16:04 - How to Connect Online

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EP 55: Hatem Nasr from Softserve

collide. — Thu, 31 Oct 2024 05:00:00 -0700

Hatem Nasr, Global Director of Digital Energy O&G at SoftServe, joins John on the Energy Bytes Podcast to discuss the transformative impact of AI and data science on the oil and gas sector. With over 15 years dedicated to the digital oilfield, Hatem shares his vision for integrating smart systems and generative AI to tackle the industry's knowledge drain and boost production efficiency. He highlights the pressing issue of declining petroleum engineering graduates and advocates for investing in technology today to secure the industry's future. Through a compelling conversation, Hatem explores how Gen AI can raise the sector’s operational IQ, emphasizing its critical role in sustaining and optimizing oil and gas production.

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00:00 - Intro
00:40 - SoftServe
04:00 - Generative AI
07:00 - JAIG Impact on Oil and Gas IQ
12:02 - OpenAI in Energy
17:45 - Industry Knowledge Loss
21:58 - Significance of Generative AI
23:55 - AI's Role in Oil and Gas
25:29 - AI Use-Cases: Subsurface Data Processing
26:10 - AI Use-Cases: ESP Optimization
27:38 - AI Use-Cases: Methane Detection
29:13 - AI Use-Cases: Regulatory Compliance
30:31 - AI Use-Cases: Preliminary Diagnostics
35:14 - Multimodal AI Applications
38:16 - Industry Challenges: Peak Production
40:35 - Industry Challenges: Low Discovery Rates
51:00 - IoT Innovations in Oilfield
52:54 - Future of Wireless Sensors
54:00 - Laura
57:18 - Edge Computing in Energy
59:34 - Video Analysis Applications
1:06:25 - Technology for Injury Prevention
1:07:20 - Understanding AI's Limitations
1:11:50 - Knowledge Transfer Urgency in Oil and Gas

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EP 54: Special Episode - PetroPapers with Yoshi Pradhan

collide. — Fri, 25 Oct 2024 05:00:00 -0700

Yogashri Pradhan, Lead Production Engineer at Chevron, explores John's journey from hands-on fieldwork in wind energy and oil to becoming a key figure at Digital Wildcatters. The conversation emphasizes the importance of field experience and adaptability in the fast-changing oil and gas industry. John discusses his transition from mechanical engineering to internships, the evolving nature of the energy sector, and the significance of humility and hard work for career success. He also offers insights into how AI and digital innovations are reshaping industry processes and shares the forward-thinking vision for Digital Wildcatters and the Collide platform.

Click here to view the episode transcript.

00:00 - Intro
01:49 - Career Journey in Energy
06:49 - Overview of Collide
11:26 - Understanding Reservoir Data Systems
15:46 - Introduction to Hivecell
18:03 - Meeting Colin and Alex
22:19 - Importance of Field Experience
27:32 - Field vs. Office Disconnect
34:15 - Influential Role Models
39:11 - Impact of Role Models
40:54 - Significance of Field Experience
43:26 - Future Plans and Aspirations
43:39 - Updates from Digital Wildcatters
50:18 - Career Advice for Newcomers
53:20 - Entering the Energy Industry
55:54 - Energy Industry as an Adventure
57:58 - Outro

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EP 53: Meet Ionian Labs' Game-Changing Tools

collide. — Thu, 17 Oct 2024 05:00:00 -0700

Texas A&M engineering graduates Yazan and Eugen are leveraging AI and advanced technology to modernize outdated processes, particularly in land acquisition and title work within the energy industry. Their career paths took unexpected turns, shifting from premed and engineering to founding Ionian Labs, where they tackle the industry's reliance on old software systems. Their AI-powered solutions streamline data entry and document analysis, reducing errors and saving time. They also address the broader challenges of digitizing data in the energy sector and explore the potential for multi-modal AI models to transform operations. With a startup mindset focused on rapid prototyping, Ionian Labs is driving ongoing innovation in the field.

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00:00 - Intro
00:30 - Yazan and Eugene’s Backgrounds
04:00 - What is IONIAN Labs
07:15 - How IONIAN Labs Came About
11:00 - IONIAN Labs Tech Stack Overview
14:55 - Challenges with Land Descriptions
19:18 - IONIAN Labs Tech Stack Overview
27:46 - Lessons Learned and What to Change
28:04 - Collide's Current Journey
28:51 - Customer Feedback Insights
32:10 - Data Sources for IONIAN Labs
34:48 - Architectural Framework
38:40 - Startup Masochism Explained
39:44 - Fine Tuning Machine Learning Models
45:54 - Identifying Your Customers
47:28 - Future Plans for IONIAN Labs
52:24 - Speed Round Discussion
55:36 - Where to Find Ionian Labs

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EP 52: Robert Brook from RBAC, Inc.

collide. — Thu, 10 Oct 2024 05:00:00 -0700

With over 40 years of experience in natural gas markets, Dr. Brooks offers valuable insights into the challenges and benefits of integrating hydrogen into the energy mix. He discusses how RBAC’s cutting-edge software enables companies to forecast market trends and navigate the evolving energy landscape. Key topics include hydrogen’s environmental advantages versus its production hurdles, innovations in natural gas market forecasting, and the potential for collaboration between hydrogen and natural gas in shaping the future of energy markets. Dr. Brooks also reflects on his journey from MIT to founding RBAC, revolutionizing energy market analysis along the way.

Click here to view the episode transcript.

00:00 - Intro
00:27 - Hydrogen Energy
06:49 - RBAC Overview and Services
16:44 - Enverus Startup Journey
18:20 - Original SAS Model Explained
22:40 - Dr. Rao's Entrepreneurial Journey
24:55 - Natural Gas Market Evolution
27:09 - Data in the 90s: A Retrospective
32:37 - Incorporating Data into Models
35:44 - The Danger of Good Design
38:04 - Beautiful vs. Ugly Equations
41:03 - User-Friendly Systems and Algorithms
44:30 - Energy Systems: Poor vs. Rich Countries
46:13 - Energy Policy Class Insights
51:51 - Understanding Negative Gas Prices
58:23 - Flat Natural Gas Prices Explained
1:02:40 - Early Natural Gas: The Nuisance Gas
1:05:12 - Forecasting Techniques in Energy
1:06:48 - Platform Users and Applications
1:12:18 - Likelihoods and Risk Analysis
1:16:34 - Learning in Resource Economics
1:19:20 - Finding David: A Guide

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EP 51: Robert Stover from Enverus

collide. — Thu, 03 Oct 2024 05:00:00 -0700

Robert shares insights into how data analysis is revolutionizing the industry, emphasizing the critical role of efficient data queries and the tools that manage large volumes of information. He discusses the transition from relying on spreadsheets to adopting more organized and structured data systems. Tools like Snowflake and DBT are driving this shift, enhancing data processes and improving data quality within the oil and gas sector.

Click here to view the episode transcript.

00:00 - Intro
01:34 - Distributed Compute Necessity
07:05 - Enverus Role Overview
10:51 - Transitioning from Spreadsheets
17:12 - Data Quality Testing Techniques
19:00 - Understanding DBT (Data Build Tool)
21:15 - DBT Orchestration Explained
24:35 - DBT Documentation Importance
28:03 - Tech Stack Insights
30:17 - Type 2 Slowly Changing Dimensions
33:01 - FiveTran vs. Homegrown Pipelines
36:00 - Rudderstack Overview
38:20 - Snowflake's Semantic Layer
40:40 - Hex Analytics Tool
45:00 - Experience at Parsley
47:43 - Journey from Planning to Engineering
49:28 - Importance of Domain Experience
54:55 - Changing Your Data Stack
1:01:14 - ODBC Usage Today
1:06:00 - Microsoft Power BI Overview
1:07:40 - Lakehouses Explained
1:11:50 - Speed Round
1:14:20 - Exciting Open Source Packages
1:19:41 - Favorite Roadside Stops
1:21:52 - Podcast Wrap-Up
1:22:34 - Where to Find Matt

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EP 50: Britany Devlin from Energy Ogre

collide. — Thu, 26 Sep 2024 05:00:00 -0700

Energy Ogre's CTO, Britany Devlin, shares her expert advice on reducing electricity costs and navigating the complexities of the energy market. Drawing from her extensive experience in trading floors and risk management, Britany explains how fluctuations in natural gas and electricity prices affect consumers and how Energy Ogre helps clients optimize their power plan contracts. She also highlights the transformative role of AI and automation in the energy sector, enhancing customer experience and providing innovative solutions in a volatile market. Learn about the future of renewables, energy storage, and strategic ways to lower your power bills.

Click here to watch a video of this episode.

00:00 - Intro
01:17 - Toby Rice: Sub $3 Henry Hub Outlook
05:22 - Electricity Costs vs. Natural Gas Prices
07:35 - Introduction to Energy Ogre
13:26 - How Energy Ogre Operates
17:51 - Importance of Customer Service in Energy
23:10 - Overview of the Texas Energy Market
27:19 - Energy Generators Explained
31:24 - Incentives for Homeowners in Energy Markets
32:30 - Understanding the Power Grid Dynamics
40:05 - Energy Ogre Insights
42:40 - Managing Tech Debt and Scaling Strategies
44:30 - Role of AI in Energy Sector
49:20 - Customer Support in Energy Services
52:11 - Griddy's Data Analysis Methods
54:11 - Historical Data Utilization by Griddy
57:50 - AI and Data Generation Impacts
1:02:48 - Learning from Human Decision-Making
1:06:28 - AI for Workplace Productivity Enhancement
1:10:31 - Recommended Books and Podcasts
1:11:15 - Top Social Media Influences
1:11:50 - Future Plans for Energy Ogre
1:13:16 - Finding Energy Ogre Online

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EP 49: AI Driller's Wild Journey on Energy Bytes

collide. — Thu, 19 Sep 2024 05:00:00 -0700

AI is revolutionizing traditional practices, streamlining complex processes, and enhancing operational efficiency. The discussion addresses the industry's initial skepticism toward AI and how AI Driller is overcoming these challenges through real-time data analysis and decision-making tools. Listeners will hear the unique story behind AI Driller and its role in advancing automation and data processing, alongside the broader influence of AI on modern workflows. Richard and Marat share their perspectives on how AI is transforming perceptions and driving sustainable growth in the oil and gas sector, with a glimpse into future advancements and deeper AI integration in energy markets.

00:00 - Intro
01:06 - Fun AI in Minecraft
04:38 - AI in Business Models
08:07 - Headwinds from AI Buzzwords
10:35 - Overview of AI Driller
13:57 - User Interaction with AI Driller
19:10 - Non-AI Features of AI Driller
21:40 - Modern Perspective’s Software Solutions
25:28 - Tools Used by Modern Perspective
27:24 - Architectural Decisions in Startups
31:03 - Advice for Oil & Gas Software Startups
36:31 - Startup Budget Misconceptions
43:26 - Data Modeling Techniques
46:12 - Real-Time Data Ingestion Strategies
51:05 - Completions Market Insights
54:45 - Ideal Completions State
55:37 - Innovation Challenges in Oil & Gas
1:02:26 - Favorite Databases
1:05:58 - Collide’s Partnership with Tullow Oil Announcement

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EP 48: William Fox from Corva.ai

collide. — Fri, 13 Sep 2024 05:00:00 -0700

William Fox, General Manager for Drilling at Corva.ai, shares his insights on the transformative role of AI in the oil and gas industry. He explains how AI is revolutionizing drilling operations by optimizing performance and driving innovation, while also addressing common uncertainties and misconceptions about AI in industrial markets. Key points include Corva’s Predictive Drilling technology, which leverages AI to enhance efficiency and safety, and the importance of balancing automation with human expertise for sustainable growth. William also highlights AI's future potential to mitigate risks and amplify human capabilities in the energy sector, advocating for collaboration over competition and emphasizing ethical AI implementation in his approach.

00:00 - Intro
00:40 - AI Gone Wrong: Risks and Challenges
03:20 - Predictive Drilling: Definition and Benefits
05:20 - Cursor: Innovative Technology in Drilling
07:20 - Human-Machine Interface: Enhancing Interactions
09:20 - Training the Model: Best Practices
12:20 - LLMs in Drilling: Potential and Applications
17:40 - Garbage In, Garbage Out: Data Integrity Issues
18:50 - Data Quality: Importance in AI Systems
19:50 - Trusting AI: Building Industry Confidence
22:18 - Real-Time Model Maintenance: Strategies
25:00 - Labeling Data: Essential for Machine Learning
27:38 - Predict and Mitigate: The Ideal Future
28:48 - Running in the Cloud: Advantages for Drilling
30:52 - Liability: Legal Considerations in AI
33:55 - Commercial Aspects: AI in the Drilling Industry
38:20 - Business Case for AI: Justifying Investments
41:00 - Impact on Production: Measuring Success
44:10 - Tool Joint Mitigation: Techniques and Solutions
53:19 - What's Next for Novi: Future Developments
57:40 - Speed Round: Quick Insights
1:00:10 - How to Reach Will Fox: Contact Information

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EP 47: Kurt Rucker from Verdad Resources

collide. — Fri, 06 Sep 2024 05:00:00 -0700

Applied Science Manager at Verdad Resources, joins hosts Bobby and John to tackle the pressing issue of cybersecurity in the oil and gas industry. With his deep expertise, Kurt delves into the costly mistakes companies are making, such as ransomware attacks like those on Halliburton, which have exposed vulnerabilities across the sector. He discusses the growing cyber threats, the challenges of maintaining operational efficiency while enhancing security, and how data and AI can help build resilient defenses. Kurt also offers unique insights into unconventional strategies and the future role of technology in protecting the industry's future.

00:00 - Intro
00:48 - Halliburton Cyber Attack, Cybersecurity, Data Breach
05:36 - Default Mode of Operation for a Complex System is Failure, Systems Theory, Risk Management
08:00 - Testing Your Security, Security Assessment, Vulnerability Testing
10:18 - Different industries, Industry Applications, Sector Comparison
10:52 - Feedback loops, System Feedback, Continuous Improvement
17:50 - Different teams, different goals, Team Dynamics, Collaboration
20:02 - Useful statistics, Data Analysis, Key Metrics
23:54 - Trade-offs and models, Decision Making, Modeling Techniques
31:43 - How to encourage more experimentation, Innovation Strategies, Experimentation Culture
34:07 - What are we looking for in an experiment, Experiment Design, Hypothesis Testing
35:31 - Learning from failures, Failure Analysis, Lessons Learned
41:55 - Engineers vs scientists, Roles in Science, Engineering vs Science
45:20 - Applying science to data, Data Science, Scientific Methods
51:10 - Communicating complex data relationships, Data Visualization, Communication Strategies
53:18 - How to validate models, Model Validation, Accuracy Assessment
57:30 - Charlie Munger, Investment Strategies, Decision Making
58:56 - Overcomplicating things as engineers, Simplification, Engineering Challenges
1:05:40 - Python scripts, Programming, Automation
1:06:40 - Shazam for logs, Log Analysis, Data Recognition
1:09:48 - Speed Round, Quickfire Questions, Rapid Responses

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EP 46: David Yaffe from Estuary Development

collide. — Thu, 29 Aug 2024 05:00:00 -0700

David Yaffe, Co-Founder of Estuary Development, joins hosts Bobby and John in this episode of Energy Bytes to dive into the alarming rise of cloud costs affecting businesses today. With cloud expenses climbing 30% year-over-year, David shares his insights on how companies are grappling with these challenges. He unpacks the intricacies of cloud service models, pricing strategies, and the growing demand for alternative solutions. Throughout the discussion, David highlights the importance of competition and innovation in the cloud industry, as well as Estuary’s approach to tackling these issues. He also shares his personal journey from mechanical engineering to tech entrepreneurship, offering a fresh perspective on data management. As they explore the future of cloud computing, David provides valuable insights into new technologies and evolving pricing models. Don’t forget to subscribe for more expert discussions and updates!

00:00 - Intro
00:20 - Current Events
05:26 - Introducing David Yaffe
06:48 - High Velocity Data Processing
10:15 - Building Data Streaming Systems
12:49 - Secondary Costs of Data Ingestion
17:47 - Writing to a Fact Table
19:55 - Fivetran Multi-Cloud Capabilities
20:44 - Multi-Cloud Strategies
22:04 - Common Data Sources and Destinations
23:56 - TimescaleDB Overview
29:00 - API Data Sources
29:43 - Data Storage Tiers Explained
32:35 - Cost of Data Ingestion
33:50 - Zero ETL Concept
37:06 - Building vs Buying Data Solutions
42:29 - Agnostic Storage Layers
46:50 - Databricks Acquires Delta Lake
51:45 - Transformation Layer Explained
54:00 - Estuary's Functionality
56:10 - Data Ownership and Normalization
58:24 - Typical Estuary Customer Profile
1:00:50 - Data Virtualization Insights
1:04:52 - Minimizing Impact on Source Systems
1:07:36 - Speed Round

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EP 45: Automating Oil Rigs: Robots vs. Roughnecks

collide. — Thu, 15 Aug 2024 11:14:10 -0700

Andrew Richard, President and Co-Founder of Automated Rig Technologies, and Ronald Townsend, President of Automated Completions Technologies Inc., discuss how automation is transforming the oilfield industry. They explore how new technologies are revolutionizing well servicing and completions, enhancing safety and efficiency, and reducing human error. The conversation highlights the shift from outdated practices to innovative solutions like the CD Rod Tong, which are making the industry more efficient and creating better work environments. Both Andrew and Ronald share their expertise on the role of AI and automation in shaping the future of the oil and gas sector.

00:00 - Intro
01:16 - Kroger Dynamic Pricing Test
02:14 - Overview of Automated Rig Technologies
04:34 - Workover Rigs Evolution
09:51 - Securing R&D Funding from Operators
20:10 - Introduction to Rival Downhole
20:25 - Rival Downhole Technologies Explained
21:20 - Joint Pipe Injector (JPI) Market Fit
23:55 - Automation's Impact on Job Creation
28:05 - Joint Pipe Injector (JPI) Background
32:00 - Data Insights from JPI
34:00 - CD Tong Discussion
39:30 - Tech and Operator Friction
42:46 - Importance of Data in Operations
44:29 - Positive Feedback in Technology
46:20 - Reducing Operator Input by 97%
48:48 - Automation on Well Sites
52:30 - SCADA and IoT Integration
56:26 - Role of Software Companies
59:30 - NFTs in Wellbore Management
1:03:26 - Replacing Roughneck Roles
1:05:28 - War Story: Bonnet Bolts Issue
1:07:10 - Finding Automated Rig Technologies

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EP 44: How Shipping Intel is Redefining Maritime with AI

collide. — Thu, 01 Aug 2024 05:00:00 -0700

Cameron Amigo, Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel, join hosts Bobby and John in this episode of Energy Bytes to explore the revolutionary impact of AI in the maritime industry. From open-source AI models like Llama 3.1 to the use of React methodology for creating efficient, domain-specific tasks, Cameron and Jordan dive into how AI is transforming operations. They discuss how these technologies are improving safety, boosting operational efficiency, and reducing commercial risks in an industry that has long struggled with data silos and inefficiencies. With their extensive experience in maritime operations and AI innovation, Cameron and Jordan offer unique insights into how AI is solving complex problems and shaping the future of maritime technology.

00:00 - Intro
00:41 - OpenAI's LLM Overview
02:02 - OpenAI's API Features
08:16 - Insights on Shipping Intel
17:34 - REACT and RAG Explained
19:56 - REACT Methodology Breakdown
22:45 - Importance of Context in Data
25:48 - Tagging and Annotating Data
26:37 - Document Structure Essentials
27:40 - Chunking Techniques
29:08 - Low-Code Tools for Data Science
29:53 - Future Trends in Data Science
32:36 - Pathways to Enter Data Science
33:44 - Data Maturity Significance
37:52 - Understanding Multimodal Models
38:52 - Querying Clean Datasets with OpenAI
42:50 - Reducing Bias in AI Models
45:23 - Trust Issues in Maritime Industry
48:35 - Gaining Stakeholder Buy-In
54:07 - Addressing Real World Problems
58:07 - Analyzing Sensor Data
1:00:24 - Future Improvements in AI Models
1:04:20 - Starlink and Connectivity
1:09:21 - Concerns about AI Language Development
1:11:14 - Rapid Fire Questions
1:15:00 - Camunda Overview
1:15:30 - Recommended Books

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EP 43: Stephen Pace from Snowflake

collide. — Thu, 25 Jul 2024 05:00:00 -0700

Stephen Pace, Principal Sales Engineer at Snowflake, joins hosts John and Bobby in this episode of the Energy Bytes Podcast to explore how Snowflake's cutting-edge AI tools are transforming data management in the energy sector. With his extensive background, including a journey from Shell to Snowflake, Stephen shares insights into the evolution of Snowflake’s multicloud capabilities and AI tools like Snowpark and Snowpipe Streaming. These innovations are solving scalability and real-time processing challenges in large-scale industrial applications, offering energy companies new ways to enhance data strategies and streamline operations. Stephen also provides a look into Snowflake’s future developments and its continued integration of AI and machine learning. Based in Houston, Stephen’s expertise in data management makes him a key player in helping organizations maximize the potential of Snowflake’s platform.

00:00 - Intro
4:09 - What is Snowflake
6:32 - Snowflake's Architecture
9:52 - Snowflake’s Growth
10:32 - Snowflake’s Pricing
12:48 - Snowflake’s Performance Index
15:36 - Snowflake’s Snowpark Optimized Servers
17:26 - Snowflake’s Data Sharing
18:58 - Autosuspend
20:03 - Snowflake’s Managed Service
21:54 - Success Stories
23:58 - Will Snowflake Get into the Vector Database Space
29:43 - How Snowflake is Enabling AI
33:59 - Using Language Models to Extract Data
36:58 - Breaking Down Data Silos
39:18 - Storing Structured and Semi-Structured Data
41:45 - From Easy to Use to Production Worthy
47:04 - Snowpark and Pandas
50:04 - Multi-Compute and Parallel Processing
51:26 - Observability
52:45 - Snowpipe
58:10 - Favorite Use Case
1:01:50 - Customer Feedback
1:03:49 - Native Connectors
1:06:38 - Google
1:07:23 - Lightning Round

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EP 42: Josh Politte from ACT Solutions & Consulting

collide. — Thu, 27 Jun 2024 05:00:00 -0700

Josh Politte, President & CEO of ACT Solutions & Consulting, discusses how technology is transforming the energy sector. He shares insights on advancements in cybersecurity, AI, and data management, highlighting solutions like multi-factor authentication (MFA), passwordless approaches, and AI-driven security enhancements. Josh simplifies complex topics such as AI, machine learning, and blockchain, using real-world examples to make them more relatable. He also touches on trends like Snowflake for data management and the potential of quantum computing to revolutionize security. With his extensive experience, Josh provides a clear vision for how technology will continue to shape the future of energy and cybersecurity.

00:00 - Intro
00:30 - Snowflake News
02:27 - How RedBit Uses Snowflake
07:58 - Distributed Computing
09:14 - Silicon Valley Insights
11:32 - Industrial Revolutions
13:39 - Intro Josh Politte
14:07 - Communicating Solution Value
16:40 - Selling Solutions to Management
20:32 - Time is Not a Value Proposition
24:22 - Company AI Utilization
26:52 - Azure AI
30:50 - Power Automate
32:00 - Power Automate Desktop
36:07 - Desktop Flows
38:36 - Citizen Development Program
42:21 - Understanding Data Lakes
44:33 - Power Apps and SharePoint Lists
47:44 - Exploring Dataverse
48:33 - Dynamics 365 Overview
51:45 - Hidden Gems in Power Platform
53:08 - Power BI vs Spotfire
57:02 - Power Fabric Capabilities
57:55 - Low Code vs Full Stack Development
59:45 - Power Query Pagination
1:01:02 - Power Query API Calls
1:04:53 - Favorite Cloud Provider
1:06:00 - Favorite Non-Microsoft Tech
1:09:48 - Favorite Board or Video Game

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EP 41: Dominik Pilat from Link Labs

collide. — Thu, 06 Jun 2024 05:00:00 -0700

Dominik Pilat, Director of Strategic Partnerships at Link Labs, joins hosts John and Bobby in this episode of the Energy Bytes Podcast to dive into the future of asset tracking. Dominik shares how Link Labs is transforming the IoT landscape with their innovative asset tracking technology, seamlessly integrating indoor and outdoor tracking while focusing on low energy consumption, low data throughput, and cost efficiency. He discusses his journey from a background in physics to finding his passion in IoT and highlights the limitations of traditional asset tracking systems, particularly when transitioning between environments. With a unique approach that leverages edge computing, Link Labs offers scalable, smarter solutions tailored to industries like oil and gas. Dominik also provides insights into the future of IoT and asset tracking, exploring the potential advancements and their impact across various sectors.

0:00 - Intro
1:05 - What is Link Labs
5:19 - Edge Computing in Asset Tracking
11:02 - How Link Labs Does It
17:44 - Removing the Human Element
21:07 - Wrapping Up
23:38 - Your time at Kelvin Inc
24:34 - Turning Models into Actors
25:10 - Optimizing PCP Pumps
29:33 - Pushing AI Models to the Edge
35:54 - What Can Energy Learn from Manufacturing
39:40 - Why is Germany So Good at Manufacturing
45:38 - Dom’s Journey to Becoming an Inventor
54:26 - Always Wanting More
58:46 - Who Do You Follow on Social Media
1:04:38 - Favorite Board or Video Game

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EP 40: Brian Weaver from Liberty Energy

collide. — Thu, 30 May 2024 05:00:00 -0700

Brian Weaver, Head of Software Development and Data Architecture at Liberty Energy, joins hosts John and Bobby to discuss how Liberty Energy is using advanced technology and data analytics to revolutionize fracking operations. Brian explains how the company leverages streaming data, real-time analytics, IoT, and machine learning to optimize processes, particularly in remote locations like Australia and Central Europe. He also shares insights into the challenges of integrating new technologies, the importance of data-driven decisions, and the impact of Liberty’s merger with Schlumberger. Looking ahead, Brian envisions a future where big data and AI continue to drive innovation in the oil and gas industry, helping Liberty Energy stay ahead of the curve.

0:00 - Intro
1:36 - Liberty Frac
4:56 - Expanding Internationally
9:28 - Frac Data Capture & Analysis
9:53 - How does Liberty capture and use data
12:52 - What is InfluxDB and why is it useful for time series data
23:54 - Intro
24:00 - Your Journey to Data
27:51 - Your 2nd Stint at Liberty
28:20 - Slumber Acquisition
31:55 - Snowflake Data Sharing
36:43 - Replication and 5Tran
38:58 - Iceberg
41:04 - Snowflake
43:33 - Telemetry Data Processing
52:40 - How to break into data
54:28 - Learning data skills
1:01:10 - Lightning Round
1:01:30 - Favorite Video or Board Game
1:02:10 - Favorite Open Source Library
1:03:20 - Interesting People to Follow
1:04:50 - Favorite place to vacation

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EP 39: James David Long on Energy Bytes

collide. — Thu, 23 May 2024 05:00:00 -0700

In this episode of the Energy Bytes Podcast, JD Long, Vice President of Portfolio Solutions at RenaissanceRe, shares his expertise in using cross-functional knowledge and new technologies like AI to drive impactful solutions in the energy sector. He discusses how data is transforming industries, offering practical tips and fascinating stories about the power of AI tools such as GPT-3 and 11 Labs. JD delves into the ethical dilemmas surrounding AI, the importance of iterative problem-solving, and how organizations can effectively use data to tackle industry-specific challenges. He also provides real-world examples of AI's potential, both for positive outcomes and potential risks. With insights into the evolving landscape of data science, JD offers a unique perspective on how companies in the energy sector are adapting to stay ahead. Looking to the future, he explores emerging trends and developments that could reshape the industry.

0:00 - Intro
1:25 - AI is Getting Scary
7:05 - Stack Overflow and OpenAI
10:46 - Iterative Coding
13:01 - Foot Pedal for Voice to Text
18:55 - GUI vs. CLI vs. Code
19:40 - No Code vs Code
24:33 - No Code for Prototyping
27:26 - Best Platforms: Dual Function
33:44 - What is "Production"
35:35 - Business Logic: ETL vs Reporting Tools
42:50 - How Did You Get into the Space
44:28 - Advice from Your Dad
49:08 - The Value of Being Useful Quickly
50:55 - The Internet Routes Around Obstructions
51:51 - Shadow IT
59:30 - Moving from Analyst Excel to Controlled Systems
1:00:50 - Scaling from One-Man Shop to Medium Company
1:04:46 - Different Levels of Reliability
1:07:03 - Producto-Type
1:08:30 - Second Set of Eyes
1:09:30 - Low Code Platforms
1:12:11 - The Value of a Second Set of Eyes
1:15:58 - Learning from Your Experiences
1:16:30 - The Problem with Agile Development
1:18:40 - Importance of High-Fidelity Communication
1:22:44 - Favorite Video Game or Board Game
1:24:06 - Favorite Whiskey or Bourbon
1:29:34 - Favorite Open Source Project

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EP 38: Wes Hamer from Tasq

collide. — Thu, 16 May 2024 05:00:00 -0700

Wes shares his exhilarating journey of building Tasq from the ground up, navigating the chaotic and ever-changing world of startups. He talks about the challenges of maintaining capital discipline, balancing the development of a technology stack, and finding ways to survive and thrive during industry upheavals. Wes's candid insights and practical advice provide a unique look into the life of a startup co-founder, offering valuable lessons on turning obstacles into opportunities for growth and innovation.

0:00 - Introductions
1:00 - Startup Journey Insights
5:40 - User Experience Challenges
9:18 - Technology Strategy Importance
17:06 - Balancing Speed and Scaling in Startups
18:55 - Cloud vs On-Prem Impact
21:06 - Building and Scaling Strategies
24:05 - Prioritizing Startup Tasks
25:56 - Internal Operations in Startups
29:13 - Task Management Insights
33:40 - Industry Opportunities
35:08 - Daily Operations Best Practices
37:10 - Technology Stack Overview
41:20 - Data-Driven Decision Making
49:40 - AI Innovations
50:03 - AI in the Energy Sector
51:40 - Chatbot Technology
52:58 - Minimizing Human Errors
56:39 - Ensuring Data Quality
59:17 - Local LLM Implementation
1:01:13 - Model Swapping Techniques
1:07:20 - Favorite TU Alum
1:07:48 - Social Media Recommendations
1:09:32 - Recommended Books
1:12:51 - Favorite Games
1:14:30 - Startup Founding Advice
1:20:10 - Connecting with Wes Hamer

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EP 37: Sara Booth from SM Energy Company

collide. — Thu, 09 May 2024 05:00:00 -0700

Sara Booth, Senior Business Intelligence Developer at SM Energy Company, reveals the surprising ways data is transforming the oil and gas sector. She discusses how AI and computing power are quietly reshaping user experiences and business operations, giving companies a competitive edge. Key topics include the importance of strong data management, the role of AI in enhancing user interfaces, and the balance between data privacy and utility. Sara’s journey from field engineering to data analytics underscores the value of understanding both operational and data-driven perspectives in the industry. She also shares insights into how SM Energy is leveraging advanced data analytics to improve decision-making, and offers a look into the future of predictive analytics and technology's evolving role in oil and gas.

00:00 - Intro
04:38 - Sarah’s Experience with Marketing Data
08:07 - Integrating Data into Salesforce
12:21 - Working for a Funeral Company During a Pandemic
15:11 - Overview of JMP Software
21:51 - Outro
23:45 - Journey into Oil and Gas Industry
29:43 - Starting in Data within the Industry
36:35 - Networking Strategies in the Oilfield
39:35 - Pandemic's Impact on Career Trajectory
41:40 - Trusting in God Over Data
44:03 - Pursuing a Master's in Analytics
45:43 - Texas A&M MS Analytics Program Overview
48:52 - Transitioning Outside of Oil and Gas
51:22 - Surprises Returning to the Industry
51:44 - Essential Skills for Aspiring Data Professionals
55:14 - Lightning Round
59:40 - Where to Find Jeff

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EP 36: Naveen Krishnaraj from Sabanto

collide. — Thu, 02 May 2024 05:00:00 -0700

Naveen Krishnaraj, PhD, Senior Data Scientist at Sabanto, shares how he's using data science to revolutionize both the oil and gas and agricultural sectors. Naveen discusses his transition from oil and gas to agriculture, applying his expertise to enhance farming efficiency with autonomous technology. He explains how Sabanto’s autonomy kits are transforming ordinary tractors into self-operating machines, improving precision and reducing labor costs. Naveen also highlights the crossover of sensor technologies from oil fields to farmlands, showing how advancements in one industry can benefit another. With key insights into the future of technology blending with traditional industries, this episode explores how data science is driving sustainable growth in agriculture.

0:00 - Intro
0:23 - Autonomous Tractor Company Overview
4:24 - Skills Transition: Oil and Gas to ATC
6:20 - AI/ML Applications in Agriculture
10:18 - Deploying AI Models at ATC
12:57 - Utilizing SageMaker for Model Deployment
18:07 - Edge Computing in Agriculture Tech
20:53 - Introduction to Santo
24:30 - Retrofit Kits in Agricultural Machinery
25:50 - Best Practices for Productionizing AI Models
30:15 - CI/CD Tools for AI Development
32:53 - Data Engineering Insights
36:20 - Career Path: Entering Oil and Gas Industry
40:00 - Cross-Industry Tech Solutions
44:33 - Building Computer Vision Models
49:29 - Licensing for Commercial Model Use
54:10 - Speed Round Q&A
54:29 - Influential Figures in Tech to Follow
56:20 - Favorite Cloud Platforms Discussion
56:57 - Discussing Favorite Video Games
57:16 - Top Open Source Libraries
57:48 - Where to Find Naveen Krishnaraj

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EP 35: Diana Grauer from NOV

collide. — Thu, 25 Apr 2024 05:00:00 -0700

Diana Grauer, PhD, Director of R&D at NOV, joins us to explore the intricacies of innovation in the energy sector. Diana discusses how NOV is leveraging cutting-edge technology stacks to reshape the industry and the challenges involved in integrating new technologies into traditional energy systems. She shares valuable insights on the evolution of energy tech, its impact on operational efficiencies and cost reduction, and the crucial balance between people management and technology implementation. Looking ahead, Diana offers predictions on future trends and the trajectory of energy tech advancements. With her extensive experience in research and development, Diana provides a unique perspective on how engineering, technology, and business strategy converge to drive innovation in the energy sector.

0:00 - Intro
1:17 - People Management Challenges
6:34 - Oil Pricing Trends in Energy Sector
11:28 - Basics of Commodities Trading
18:50 - Evolution of the Energy Industry
23:18 - Technology Debt in Energy Sector
26:46 - Consumer Influence on Energy Tech
33:13 - Role of Graphing Calculators in Energy
36:07 - Project Prioritization Strategies
38:58 - Organizational Culture in Energy Companies
42:05 - R&D Risk Management
46:54 - Evaluating Compounding Tech Effects
48:35 - NOV AI Excellence Center
50:13 - Staying Ahead in Energy Tech
54:14 - Agility of Energy Startups
1:01:10 - Understanding Oilfield Operations
1:03:45 - Oilfield Benefits to Local Communities
1:12:30 - Funding Gaps in Energy Innovation
1:14:34 - Convergence of Tech and Energy
1:17:38 - Future Trends in Energy Sector
1:23:10 - Impact of Modern Technology
1:28:40 - Field Innovation in Energy
1:32:17 - Job Optimization in Energy Work
1:35:18 - Building Culture in Energy Fields
1:39:22 - Safety Protocols in Energy Industry
1:39:40 - Speed Round
1:42:34 - Where to Find Diana Grauer

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EP 34: Jessica Iriarte from Corva

collide. — Thu, 18 Apr 2024 10:00:00 -0700

Jessica Iriarte, Corva's Completions Manager, dives into the transformative role of AI and data-driven innovations in the oil and gas sector. She explains how AI is revolutionizing operations by enhancing efficiency, reducing costs, and enabling real-time data analysis for strategic decision-making. Jessica shares her experiences at Corva, discussing both the technical challenges and breakthroughs in implementing AI technologies to streamline operations and optimize resource management. Key takeaways include the importance of data in shaping operational strategies, the integration of AI tools, and future trends in energy technology. With her extensive experience in leading complex projects, Jessica is at the forefront of leveraging AI for operational excellence in the oil and gas industry.

0:00 - Jessica Iriarte Introduction
1:17 - Jessica's Projects at Corva
2:28 - Introduction to Corva
6:36 - Predictive Drilling Technologies
10:28 - Corva's Model Development
12:46 - Deploying Predictive Models
13:46 - Best Practices for High Frequency Data
18:16 - Corva's Hardware for Live Data
22:06 - Corva vs Well Data Labs Comparison
27:20 - Importance of Post-Stage Data
31:20 - Jessica's Background
33:40 - Overview of Well Data Labs
37:25 - Introduction to Vroom
42:30 - Rebel Data Science Insights
47:53 - Entering the Data Science Field
55:10 - Jessica's Entry into Oil and Gas
55:24 - Personal Connection to Oil and Gas
57:40 - Jessica's Tech Journey
59:24 - Data Science Career Advice
1:03:50 - Random Questions Session
1:06:24 - Favorite Open Source Tools
1:06:35 - Tech Industry Entry Advice
1:09:00 - Connecting with Jessica Iriarte
1:09:59 - Podcast Outro

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EP 33: Scott Senften from Reveal Energy Services

collide. — Thu, 11 Apr 2024 05:00:00 -0700

Scott shares how his expertise in computer graphics is transforming the energy industry, particularly in seismic data analysis and unconventional resource exploration. He discusses the intersection of energy and technology, highlighting the role of seismic data as a cornerstone of Big Data and how AI is driving innovation in completion design analytics. Scott’s journey from the graphics world to energy tech showcases the power of cross-disciplinary collaboration in pushing the boundaries of the industry.

0:00 - Intro Energy Tech Podcast
2:21 - MATLAB to C Conversion Insights
5:22 - Navigating Big Data Complexity
10:23 - Role of a Software Architect
13:06 - Problem Solving in Tech
17:14 - Chick-fil-a Energy Tech Mention
20:04 - Scientific Visualization Techniques
22:21 - Data Management Strategies
24:20 - Understanding Timestamps in Data
27:15 - Evolution of Early Computers
31:03 - Glass Cockpits Technology
34:31 - Implementing Redundancy in Systems
37:03 - Cybersecurity in Energy Sector
39:50 - Cyclical Nature of Technology Discussion
46:43 - Transition into Oil and Gas Industry
54:04 - Oil and Gas Industry Culture
56:06 - VMS vs Kubernetes in Energy Tech
58:14 - Speed Round with Scott Senften
1:00:50 - Unique Tools in Energy Tech
1:05:44 - Home Buying Tips
1:07:23 - Snowflake Data Warehousing
1:08:20 - Connecting with Scott Senften

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EP 32: Inside Pecan Estimate: The Zillow of Minerals Rights

collide. — Fri, 29 Mar 2024 07:43:44 -0700

Tracy and Jason discuss how their innovative platform is transforming the mineral rights industry, making it more accessible and transparent. They explain how Pecan Estimate uses AI and technology to simplify the valuation process, providing much-needed clarity in the often complex world of mineral trading. Listeners will learn how Tracy and Jason identified a gap in the market and developed a solution that empowers mineral owners, offering valuable insights into the future of mineral rights management and how technology is driving change.

0:00 - Intro
1:24 - PecanTree Oil & Gas Overview
3:59 - PecanTree's Core Operations
9:55 - Mineral Estate Appraisal Explained
11:00 - Starting Tech Stack at Pecan Estimate
13:40 - Navigating Self-Funding & Bootstrapping
17:54 - Initial ETL Process at Pecan Estimate
20:08 - Pondera Origin Story
29:53 - Entering the Oil & Gas Industry
34:37 - Educational Insights for Oil & Gas Careers
36:23 - USC Smart Oilfield Tech Program
40:34 - Real-World Application Development
41:56 - Transitioning to AWS Database
42:05 - Accessing Public Data for Energy Projects
43:44 - Spotify Model in Tech Startups
44:50 - Cloud Computing FUD Demystified
49:10 - Building Custom Solutions from Scratch
49:35 - Data Flow Architecture at Pecan Estimate
51:25 - Pecan Estimate's Predictive Model
53:10 - Analysis Time Frame for Mineral Reports
54:34 - Unique Challenges in East Texas
56:40 - Importance of Early Launches
59:10 - Mapping Software for Mineral Rights
1:02:05 - Previous Employment Insights
1:03:45 - App Deployment Strategies
1:05:25 - Necessity of New Tech Tools
1:09:25 - Programming Languages at Pecan Estimate
1:11:13 - Fun Facts About the Team
1:13:06 - Influential Figures in Energy Tech
1:13:54 - Recommended Tech Libraries
1:17:08 - Finding Joy in Energy Tech
1:18:30 - Modern Marketing Strategies
1:19:15 - Discover More About Pecan Estimate

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How Bitcoin Mining is Bridging the Gap Between Tech and Energy

collide. — Mon, 11 Mar 2024 05:00:00 -0700

This episode dives into a surprising yet powerful shift: energy companies getting into tech, and tech companies tackling energy. With Chuck Yates and insights from Digital Wildcatters, we explore how Bitcoin mining is bridging this gap. Imagine EQT, the biggest natural gas producer in the U.S., choosing to scale back production due to low prices but seeing an opportunity to redirect that energy towards Bitcoin mining. Or AWS acquiring a data center for $650 million, showing how tech is all-in on energy management. Bitcoin mining has gone from niche to essential, offering solutions for flare gas and maximizing energy use. We discuss the push for high-performance computing and what it means for energy companies to adapt to this tech-driven demand—everything from infrastructure and compliance to turning Bitcoin mining into a strategic asset. This episode shows how energy and tech are reshaping each other, with big gains in innovation, sustainability, and profit potential.

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00:00 - Intro
01:30 - Amazon Data Center Acquisition
04:30 - Energy Producers Paradigm Shift
08:40 - Analyzing Flared Gas Economics
14:46 - Challenges of Bitcoin Mining
16:21 - Bitcoin Mining Business Models
18:17 - Oil and Gas Companies as Tech Firms
21:10 - Understanding Carbon Credits
22:05 - Bitcoin Mining and Clean Energy
28:50 - Final Thoughts

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EP 31: Ted Cross from NoviLabs

collide. — Thu, 07 Mar 2024 05:00:00 -0800

Ted Cross, VP of Product at NoviLabs explore how AI is transforming the energy sector. Ted shares his journey from a background in geology to leading AI innovations that optimize drilling operations and enhance predictive models for resource extraction. The episode dives into the fusion of Earth Science and AI, revealing how technology is solving complex problems and driving the future of energy. Ted offers insights into the challenges of integrating tech solutions within the industry and discusses the innovative strategies NoviLabs is using to push the boundaries of energy tech. Looking ahead, Ted provides a glimpse into the future of AI in energy, focusing on sustainability and efficiency.

0:00 - Intro
1:15 - Energy Current Events
8:28 - Ted Cross Energy Tech Journey
9:52 - Oil and Gas Industry Decision Making
15:25 - Statistical & Physical World Integration
19:09 - Oil & Gas Industry Economics Optimization
21:28 - Ted Cross Journey to NoviLabs
23:08 - NoviLabs Overview
24:05 - NoviLabs ML Platform Insights
27:30 - User Control in NoviLabs Models
30:18 - Energy Tech Stack Discussion
32:12 - NoviLabs Success Stories
34:10 - Comparing Manufacturing & Oil Gas Optimization
37:18 - Well Interaction Analysis
41:19 - Vaca Muerta Exploration
45:40 - Future Directions for NoviLabs
48:00 - AI Impact on Oil & Gas Industry
54:07 - Speed Round Q&A
56:46 - Daily Tech Tools
1:02:20 - Connecting with Ted Cross
1:02:40 - Outro

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EP 30: George Danner from Business Laboratory

collide. — Thu, 29 Feb 2024 02:00:00 -0800

George Danner, Founder of Business Laboratory, explore how artificial intelligence is transforming the energy sector. George shares insights into how AI is reshaping everything from operational efficiency to strategic decision-making, with a focus on business simulation and predictive modeling. The episode covers the challenges facing the energy industry, such as optimizing resources and reducing carbon footprints, and how AI offers innovative solutions. George also discusses the role of tech startups in driving change and offers a forward-looking perspective on the future of energy, emphasizing AI's potential to uncover new opportunities for sustainability and efficiency.

0:00 - Guest Introduction George Danner
1:46 - George Danner Tech Journey
9:58 - Unique Business Problems Analysis
12:12 - Industry Decision Making Insights
18:01 - Lessons from Elon Musk
19:55 - Counterintuitive Business Decisions
22:13 - Changing Business Practices
25:30 - Elon Musk Influence in Oil and Gas
33:00 - Artificial Intelligence Journey
33:48 - Understanding Language Models
35:50 - Knowledge Models Explained
39:34 - Artificial General Intelligence Discussion
42:09 - Heuristics in Problem Solving
46:09 - Experience-Based Learning
49:22 - Management Flight Simulators Overview
54:17 - AI Deployment for Practitioners
56:05 - Deploying AI Models Effectively
59:29 - Managing Cloud Costs
1:02:07 - Importance of Design in Tech
1:05:08 - Starting an AI Project Tips
1:10:49 - Vector Databases Introduction
1:11:14 - Exploring SymPy
1:12:01 - Social Media Influencers in Tech
1:13:10 - Google Cloud Platform Discussion
1:16:24 - Favorite Language Models
1:17:33 - AGI Development Timeline
1:24:22 - Finding George Danner Online
1:25:15 - Upcoming Energy Tech Events

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EP 29: How WellDatabase Reimagined Data Automation

collide. — Thu, 22 Feb 2024 05:00:00 -0800

Co-founders John Ferrell and Josh Holt of WellDatabase discuss how their platform is revolutionizing the way the energy industry accesses and utilizes data. WellDatabase was created to solve key industry challenges such as high costs, poor data quality, and the lack of API connections. Through AI and automation, WellDatabase processes millions of data points daily, ensuring accurate and up-to-date information. John and Josh also share insights into the tech stack behind WellDatabase, their transition to microservices, and their contrarian approach to handling "big-ish" data. Looking ahead, they discuss their vision for continuous improvement and innovation in data automation for the energy sector.

0:00 - Intro
1:30 - Welldatabase Introduction
5:45 - Memory Prices Trends
9:47 - Saving Documents on Floppy Disk
10:21 - Launching a Tech Startup in 2010
13:58 - Leveraging No-Code Tools in Tech
17:01 - Microsoft Startup Program Insights
19:36 - Evolution of Tech Architecture
24:32 - Transitioning to Kubernetes
27:10 - Kubernetes Applicability in Tech
34:59 - Managing Technical Debt
35:00 - Developer Communication Skills
37:22 - Handling Unstructured Data Storage
42:24 - Understanding ORM Technology
44:55 - OCR Technology Explained
52:57 - Speed Round Q&A
59:02 - Top Social Media Influencers
1:00:50 - Favorite Databases Revealed
1:02:48 - Welldatabase.com Overview

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EP 28: Bryan Becker from Class IV

collide. — Thu, 15 Feb 2024 05:00:00 -0800

Bryan Becker, founder of Class IV shares how Class IV is pioneering next-generation cyber defense strategies, leveraging AI and machine learning to protect critical energy infrastructure. The conversation explores the unique cybersecurity challenges facing the energy industry, the shortcomings of traditional methods, and the need for a radical new approach. With real-world insights and predictions about the evolution of cyber threats, Bryan offers a compelling look at the future of cyber defense in energy.

0:00 - Intro
2:17 - Tech Career Beginnings
4:56 - Cybersecurity Fundamentals
7:13 - Common Cyber Threats Overview
11:10 - Energy Sector Cybersecurity Challenges
13:49 - Transition to Oil and Gas Industry
19:04 - Understanding SOX Compliance
24:41 - Debunking SOC 2 Myths
27:35 - Vagueness in Cybersecurity Standards
29:43 - Cybersecurity Gaps in Oil and Gas
34:00 - Exploring the Fractional CSO Model
39:01 - Cloud Security Insights
43:18 - Bear Analogy for Cybersecurity
46:03 - Operational Technology (OT) Security
48:20 - Bryan Becker's Personal Tech Stack
54:20 - Latest Cybersecurity Tools and Trends
57:57 - Practical Cybersecurity Measures
1:01:26 - Best Practices for 2FA
1:02:07 - Responding to Data Leaks
1:07:55 - Connecting with Bryan Becker
1:08:39 - Energy Tech Night Promotion

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EP 27: Alex Fortin from Coldbore

collide. — Thu, 08 Feb 2024 05:00:00 -0800

Alex Fortin, CTO of Coldbore Technologies shares his unconventional journey to becoming a tech innovator in oil and gas and explains how Coldbore's cutting-edge tech stacks and AI solutions are solving industry-wide problems. The episode dives into the challenges of traditional fracking operations, Coldbore’s contrarian approach to efficiency and sustainability, and what the future holds for technology in the energy sector.

0:00 - Intro Energy Bytes Podcast
2:58 - Alex Fortin Coldbore Background
9:16 - Coldbore Technology Overview
11:54 - Energy Data Wrangling
15:04 - Data Synchronization in Energy
19:22 - Non-Productive Time (NPT) Analysis
20:19 - Edge Computing vs Cloud in Energy
23:13 - Energy Tech Lessons Learned
27:10 - Consuming Coldbore Data
31:13 - Data Management: Shared Rows
32:39 - Introduction to DuckDB
34:16 - Time Series Databases in Energy
40:35 - Cognite Technology Stack
44:50 - Why Cognite Chooses Rust
53:16 - Alex's Favorite Social Media
53:42 - Preferred Cloud Providers
54:04 - Top Vacation Destinations
54:47 - Favorite Programming Languages
55:05 - Best Managed Services
56:10 - Connecting with Alex Fortin

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EP 26: Jeff Hughes from PointFlow

collide. — Thu, 01 Feb 2024 05:00:00 -0800

Jeff Hughes, founder of PointFlow shares his journey from accountant to tech expert and explains how his contrarian approach to traditional systems led to the creation of PointFlow. The conversation explores the impact of low-code software solutions like QuickBase, the debate between cloud services and on-premise setups, and how energy companies can stay ahead by modernizing their technology.

0:00 - Podcast Introduction
1:13 - Guest Introduction: Jeff Hughes
7:45 - Launching Revolution Resources
10:48 - Cloud Technology vs On-Premise Solutions
12:24 - Field Operations in Energy Sector
15:52 - Understanding Unique Well Identifiers
22:25 - Accounting Practices in Oil & Gas
23:44 - Operating Challenges in Oil & Gas
27:10 - Standardization Issues in Oil & Gas
29:20 - Introducing PointFlow Software
33:39 - Cloud vs On-Prem Revisited
39:20 - Analyzing Energy Sector Costs
42:50 - Energy Data Security Concerns
47:45 - Exploring Quickbase Platform
51:18 - Quickbase: An Overview
53:46 - Speed Round with Jeff Hughes
55:54 - Jeff's Book Recommendations
56:40 - Jeff's Top Social Media Picks
57:50 - Favorite Databases in Energy Tech
57:58 - Preferred Cloud Services
58:10 - Connecting with Jeff Hughes

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EP 25: Ryan Rice from ResNet

collide. — Thu, 25 Jan 2024 05:00:00 -0800

Ryan Rice, Founder of ResNet explore how gamification is transforming the energy industry. Ryan shares his journey from the oil fields to creating ResNet, emphasizing the role of AI and digital tools in improving operational efficiency. The discussion delves into the challenges of energy independence, the innovative tech stacks driving change, and ResNet’s mission to deliver user-friendly solutions. Ryan also offers insights into the future of gamification and its potential to enhance industry performance.

0:00 - Introduction to Energy Bytes Podcast
3:58 - ResNet Founding Story
9:49 - Motivations Behind Starting ResNet
12:20 - Pioneering Energy Tech Innovations
19:20 - Enhancing Industry Transparency
26:25 - Tech Evolution in Energy Sector
28:32 - Citizen Developer Impact
31:13 - Navigating Business Uncertainties
34:07 - Role of Empathy in Tech
36:40 - Technology Decision Making
42:50 - Arps Decline Curve Customization
44:40 - Distribution Normalization Techniques
46:40 - Machine Learning Explainability
47:57 - Simplifying Non-Linear Equations
49:40 - Comparing Physical and Statistical Models
52:30 - The Need for Model Explainability
55:20 - ResNet Business Insights
56:45 - Design Philosophy of ResX Platform
59:54 - ResX Platform Benefits Overview
1:06:45 - Gamification in ResFrac's Design
1:07:28 - Importance of User Experience
1:08:28 - Gamification Experience at Rice Energy
1:17:57 - Quick-Fire Question Round
1:19:49 - Social Media Recommendations
1:20:28 - Favorite Coding Packages
1:20:52 - Personal Preferences: Mountain vs Beach
1:21:16 - Career Advice in Energy Tech
1:23:00 - Connecting with Ryan Rice
1:23:33 - Contacting ResNet

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EP: 24 Elevate Your Simulation Game with Scott Parent, AI, and Ansys

collide. — Thu, 18 Jan 2024 05:00:00 -0800

Scott Parent, Field CTO at Ansys, discusses how Ansys is driving innovation in the energy sector with cutting-edge simulation technology. He shares his journey from experimenting with electricity to shaping the future of mechanical engineering, highlighting the role of simulation in industries like aerospace and energy. Scott explains the impact of multi-physics models and the importance of efficiency in the energy industry. Drawing from his vast experience, he provides valuable insights into how startups and large corporations approach technology adoption and innovation.

0:00 - Podcast Introduction
1:05 - Scott's Energy & Tech Journey
5:01 - Big Co & Startup Collaboration
11:14 - M&A Strategies in Energy Tech
17:45 - ANSYS Acquisition Insights
22:09 - M&A Culture Integration
24:04 - Workforce Diversity Benefits
26:00 - Leadership Impact on Innovation
27:50 - ANSYS Customer Innovation Support
30:48 - Decision-Making Influence in Tech
33:10 - Connect with Scott Parent
36:58 - Frac Interference Discussion
38:52 - Advancements in Material Science
44:08 - ANSYS Role in Energy Sector
48:25 - Cross-Industry Technological Impact
49:20 - Learning from Diverse Industries
52:54 - Energy Sector Automation Trends
56:02 - Energy Circuit Board Analysis
59:45 - Fostering a Culture of Innovation
1:03:48 - Energy Efficiency Imperatives
1:05:40 - Energy Addition vs. Transition
1:07:50 - Systems-Level Energy Optimization
1:11:20 - Role of Additive Manufacturing
1:15:40 - AI Applications in Energy
1:17:10 - AI-Driven Part Optimization
1:19:00 - Utilizing Digital Twins
1:20:33 - Scott's Book Recommendations
1:23:28 - Top ANSYS Tools Highlight
1:25:05 - Reaching Out to Scott Parent
1:25:32 - Episode Conclusion

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EP 23: The Future of Data in Energy: A Conversation with Dataiku

collide. — Wed, 10 Jan 2024 10:00:00 -0800

Nathan Semones and Catalina Herrera from Dataiku are transforming the energy sector with innovative data solutions. In this episode, they explore how AI and data-driven strategies are optimizing operations and revolutionizing the industry. Nathan shares his unique journey from aspiring sports reporter to tech leader, while Catalina discusses her shift from potential medical professional to data expert. Together, they highlight the untapped potential of data in the energy sector and their fresh, contrarian approaches that challenge conventional thinking, offering a glimpse into the future of data-driven innovation in energy.

0:00 - Introduction to Energy Bytes Podcast
0:40 - Catalina Herrera: Dataiku Field CDO Journey
6:08 - Nathan Semones: Enterprise Account Executive Story
9:34 - Nathan’s Path to Dataiku
18:16 - Dataiku's Collaboration with Coders
20:03 - Dataiku in the Data Management Pipeline
21:49 - Understanding Dataiku's Platform
24:35 - User Experience Design at Dataiku
28:20 - Dataiku's Impact on MLOps
30:50 - Benefits of a Data Lakehouse Model
33:00 - Dataiku's Framework Revisited
37:40 - Data Discoverability and Lineage with Dataiku
42:52 - Ensuring Data Security in Dataiku
47:44 - Real-Time Data Processing in Dataiku
49:10 - Federated Learning Explained by Dataiku
50:38 - Success Stories: Dataiku's Achievements
53:24 - Data Distribution Strategies at Dataiku
55:23 - Dataiku's Computing Engines
57:10 - Git Integration Features in Dataiku
1:01:06 - Quick-Fire Question Round
1:06:13 - Career Tips for Energy Tech Aspirants
1:08:20 - Standing Out in the Energy Tech Industry
1:09:58 - Connecting with Nathan Semones

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EP 22: Dingzhou Cao from Devon Energy

collide. — Wed, 27 Dec 2023 05:00:00 -0800

Dingzhou Cao, Senior Data Science Advisor discuss how AI is transforming oil and gas operations. Dingzhou shares his journey from assembling computers to pioneering AI applications in the energy sector, highlighting real-world case studies and the challenges of integrating AI into traditional industry practices. The conversation covers automation, data management, and future trends, offering unique insights into how AI is reshaping the energy landscape and the potential for further innovation in the field.

0:00 - Getting into Data Science
1:03 - Path to Energy Industry
15:48 - Joining Anadarko
20:08 - Anadarko Company Overview
21:40 - Data Infrastructure
23:50 - Build vs Buy Decisions
26:50 - Streaming Analytics Tools
28:16 - TIBCO StreamBase
30:30 - Apache Kafka
32:38 - TIBCO Spotfire
36:48 - Vendor Lock-in Risks
40:37 - Alternatives to Kafka
42:01 - Model Training
47:35 - Career Advice
50:31 - Jobs and Titles
55:30 - Containers Benefits
56:41 - Tools in Use
59:17 - Managing Packages
1:00:26 - Hardware Acceleration
1:02:41 - NVIDIA GPUs
1:03:33 - Hardware Acceleration
1:08:33 - IT Automation
1:17:53 - Wrap-up
1:18:03 - Favorite Cloud Platforms
1:21:14 - Favorite Data Science Courses
1:22:52 - Favorite Open Source Packages
1:23:07 - Student Career Advice

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EP 21: Sawyer Nyquist from The Data Shop

collide. — Tue, 19 Dec 2023 12:27:20 -0800

Sawyer Nyquist, founder of The Data Shop discuss his journey from theology to the tech world of data analytics. Sawyer shares insights on how non-technical backgrounds can provide a fresh perspective in tech, emphasizing the importance of blending business understanding with data for effective problem-solving. The conversation explores the evolving role of data analytics and business strategies in driving value and innovation across industries.

0:00 - Podcast Introduction
1:24 - Tech Career Beginnings
5:17 - Business Problem Solving
11:59 - Balancing Business and Technology
17:30 - User-Centric Solutions
22:13 - Microsoft Azure Data Evolution
26:18 - Azure Synapse Analytics Overview
29:50 - Azure Synapse for Business Users
34:40 - Azure Synapse Co-Pilot Features
43:17 - Founding The Data Shop
43:36 - The Data Shop Origin Story
44:10 - The Data Shop Services
45:15 - Integrating Business and Tech Solutions
46:26 - Business Incentive Strategies
50:10 - Project-Based vs Time and Material
52:00 - Managing Scope Creep
55:40 - Value Identification Techniques
57:55 - The Power of Declining Projects
59:05 - Project Value Assessment
1:01:15 - Understanding Metric Trees
1:03:07 - Making Customers Successful
1:04:06 - Assessing Work Value
1:05:55 - Challenges in Business Outcomes
1:07:48 - Free Bootcamp Promotion
1:09:35 - Quick-Fire Questions
1:10:37 - Open Source Libraries
1:11:24 - Influential Tech Personalities
1:12:17 - Tech Book Recommendations
1:14:13 - Vacation Destinations
1:15:35 - Tech Industry Advice
1:17:30 - Connecting with Sawyer Nyquist
1:20:07 - AI Implementation at DWS
1:24:12 - Episode Conclusion

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EP 20: Peter Harding from Kelvin Inc.

collide. — Wed, 29 Nov 2023 05:00:00 -0800

Peter Harding, founder of Kelvin discuss how his company is transforming the oil and gas industry with cutting-edge autonomous operations. Peter shares his journey from his beginnings in California to becoming a key innovator in energy tech startups. The conversation delves into the technical complexities of autonomous oilfields, the role of AI in enhancing efficiency, and the challenges of integrating advanced technology into the sector. Peter emphasizes the importance of human expertise working alongside AI, aiming to augment rather than replace human labor, and provides insights into the future of AI-powered solutions in oilfield operations.

0:00 - Podcast Introduction
0:50 - Peter Harding Background
5:40 - Kelvin Origin Story
9:32 - Kelvin's Current Role in AI
10:17 - AI Adoption Strategies
14:05 - AI as a Force Multiplier
15:31 - Knowledge Institutionalization
16:50 - AI Implementation Ease
19:39 - Industry Adoption Speed
21:55 - Empathy in AI Sales
24:50 - Identifying Customer Pain Points
26:45 - Transition to AI Software
30:37 - Data Quality Significance
38:50 - System Level AI Control
40:37 - Causal Inference in AI
44:12 - AI as a Complementary Tool
46:50 - Hybrid AI Models
48:54 - AI Edge Case Challenges
50:08 - Combining Human Expertise with AI
50:35 - AI in Reservoir Impact Examples
55:41 - Data Science Scalability
59:47 - Data Science Simplification
1:01:04 - Energy Sector Software Learning Curve
1:03:03 - Comprehensive vs Specialized Solutions
1:05:08 - Specialization in Energy Tech
1:06:20 - Quickfire Questions Segment
1:10:02 - Energy Tech Career Advice
1:14:04 - Texas Ice Storm Discussion
1:14:44 - Connecting with Peter Harding

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EP 19: Quentin Jones from Accenture

collide. — Wed, 22 Nov 2023 05:00:00 -0800

Quentin Jones, senior edge manager at Accenture, joins this episode of Energy Bytes to discuss his unique journey from aspiring chef to tech innovator in the oil and gas industry. Quentin shares insights into the latest advancements in SCADA systems, edge computing, and the use of AI to revolutionize field operations. He addresses the challenges of legacy technology and data silos in the energy sector, emphasizing the importance of collaboration between IT and OT departments. Looking ahead, Quentin envisions a more connected, data-driven future where technology transforms the energy industry into a smarter, safer, and more sustainable operation.

0:00 - Podcast Introduction
1:05 - Energy Career Path
8:12 - SCADA Evolution
11:02 - Transition to Corporate
17:16 - Joining Accenture
21:00 - SIMTIE Project Origins
22:55 - Technoir Business Start-Up
26:40 - Accenture Return
29:50 - Consumer Tech in Energy Efficiency
31:06 - Energy Sector Transition
32:38 - Edge Computing in Energy Industry
38:20 - Edge Technology Missteps
41:20 - Common Edge Computing Misconceptions
44:08 - Updating Remote Energy Systems
48:48 - Energy Service Evolution
52:44 - Automated Drilling Rig Future
55:55 - MQTT Protocol Explained
58:29 - Modern Data Transfer in Energy
1:01:40 - Oil and Gas SCADA Future
1:04:30 - LoRaWAN Impact on Energy Sector
1:09:20 - Quick-fire Question Round
1:14:45 - Podcast Conclusion

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EP 18: Zack Warren from Velocity Insight

collide. — Tue, 07 Nov 2023 08:51:44 -0800

Zack Warren, founder of Velocity Insight discuss the future of energy data management and analytics. Zack shares his journey from being a reservoir engineer to founding Velocity Insight, a firm that provides cutting-edge solutions for managing and analyzing large volumes of energy data. The conversation explores how Velocity Insight leverages AI and advanced analytics to help companies make data-driven decisions, optimize operations, and navigate the evolving landscape of energy technology.

00:00 - Introduction and Welcome
08:56 - Tech and Energy Discussion
23:08 - Software Survey Insights
37:04 - Data in Energy Industry
51:18 - Discussion Wrap-up
00:00 - Ares and MDM Overview
27:39 - Data Integration and APIs
29:23 - ARR Impact and Ares Mention
36:01 - Power Apps Potential
40:18 - Dynamics and Accounting Systems
43:08 - Power Platform Usage
45:05 - Importance of Training
50:32 - Spotfire vs Power BI
51:30 - Power BI Issues
52:16 - Training Necessity
53:48 - Consultation Services
54:23 - Low-code Tools Benefits
54:41 - Cloud-based Production Allocation
56:34 - Accounting and Cybersecurity
58:07 - Social Media Impact
59:37 - New Oil & Gas Software
01:00:00 - Data as Asset
01:01:06 - Expense and Risk Reduction
01:03:19 - Book and Social Media Recommendations
01:06:52 - Guest Contact Information

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EP 17: John Archer from Red Hat

collide. — Fri, 03 Nov 2023 09:58:47 -0700

John Archer, Global Edge Hardware Partner Manager at Red Hat, shares insights into how Red Hat's edge computing solutions are transforming the energy sector. John discusses his role in energy tech, including the innovations happening at Chevron’s Intelligent Edge Solution Center. The conversation explores the deployment of edge computing in the industry, the impact on operations, and how open-source software is enhancing collaboration and efficiency in energy.

0:00 - Podcast Introduction
1:10 - John Archer Background
7:53 - Comparing Containers and VMs
10:25 - Understanding OpenShift
12:12 - Kubernetes Explained
13:42 - Secure Boot Explanation
18:00 - IT OT Convergence Discussion
20:20 - Red Hat Overview
22:13 - Cloud Native Technologies
27:37 - LF Energy Initiatives
29:25 - Transition to Red Hat
33:05 - Energy Consortia Role
35:16 - OPC-UA vs Sparkplug Debate
40:58 - Red Hat and Guys AI Partnership
41:17 - Intel Innovation Collaboration
43:19 - Edge Deployments with Guys AI
48:26 - Data Science and Red Hat
50:52 - Red Hat Energy Solutions Center
54:53 - Podcast Conclusion
57:25 - Speed Round Q&A
1:03:44 - Favorite Open Source Tools
1:04:07 - Current Tech Experiments
1:08:38 - Book Recommendations
1:10:38 - Influential People to Follow
1:12:10 - Future of Energy Technology
1:17:10 - Contacting John Archer
1:19:38 - Final Remarks

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EP 16: Marc Hebert from Dakota Analytics

collide. — Wed, 25 Oct 2023 05:00:00 -0700

Marc Hebert, Managing Partner at Dakota Analytics, shares how data and analytics are revolutionizing the oil and gas industry. Marc discusses his journey from tech to oil and gas, highlighting how Dakota Analytics is driving efficiency and creating value with data-driven solutions. The conversation covers the importance of data quality, the challenges of adopting AI, and the role of cloud technology in modernizing the sector. Marc also emphasizes the need for a strong data culture and continuous adaptation in this rapidly evolving industry.

00:00 - Guest Intro
00:35 - Mark’s Background and Dakota Analytics
06:02 - Getting into Tech
07:21 - Industry Stories
11:59 - Oil and Gas Industry Challenges
18:09 - Data Culture Approaches
20:06 - Dakota's Business Model
21:50 - Custom vs. Off-the-Shelf Software
26:50 - Closing Remarks
27:40 - The Future of Excel
30:20 - Data Architecture Insights
34:59 - Measuring Adoption Success
39:05 - Artificial Intelligence in Industry
43:10 - Oil-Fueled Data ETL and Databases
47:02 - Operator Conversations
48:58 - Project Failures in Data
54:53 - Getting Started with AI
56:40 - Future Trends in Data
58:10 - Data as a Competitive Advantage
1:02:45 - Programming Languages Used
1:05:10 - Speed Round
1:07:50 - Advice for Aspiring Data Professionals
1:09:45 - Where to Find Mark

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EP 15: Jeff Bernard from Aerion

collide. — Wed, 18 Oct 2023 05:00:00 -0700

Jeff Bernard at Aerion discuss how he is transforming the oil and gas sector through digital innovation. Jeff shares his journey from liberal arts to tech leader, explaining how he has integrated AI, IoT, and real-time data into traditional drilling processes to improve decision-making and operational efficiency. The conversation also touches on the challenges of adopting new technology in the oil field and the future potential of AI and IoT in the energy industry.

00:00 - Intro
01:10 - Aerion's Operations Overview
08:40 - Aerion's Core Services Explained
12:38 - Understanding PLCs in Industry
18:48 - Edge Devices and Their Role
20:40 - Introduction to MQTT Protocol
23:15 - EDR and WITSML Data Standards
24:48 - Significance of Data Standards in Energy
27:30 - MQTT for Efficient Data Transmission
31:00 - Overview of Ignition Edge Technology
33:00 - Exploring GraphQL APIs
37:18 - Microsoft’s Role in Energy Technology
43:15 - Importance of Support in Startups
45:40 - Startups vs Big Companies in Energy
47:50 - Digital Oilfield: Zero to One Journey
49:24 - Energy as an IT Cost Factor
54:16 - Speed Round Discussion
58:47 - Favorite GitHub Repositories
01:00:25 - Recommended Books
01:02:10 - Social Media Follow Recommendations
01:02:58 - How to Connect with Jeff

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EP 14: David Thul from Geolumina

collide. — Wed, 11 Oct 2023 05:00:00 -0700

David Thul, Co-Founder of Geolumina discuss how his company is transforming the energy sector by using AI to tackle big data challenges in the oil and gas industry. David shares his journey from geologist to tech entrepreneur and explains how AI is streamlining subsurface data management, improving decision-making, and shaping the future of energy data workflows. The conversation also explores the challenges of data utilization in the industry and Geolumina's contrarian approach to innovation.

00:00 - Intro
00:37 - David's Journey in Energy and Tech
04:17 - Data Challenges in Oil and Gas Industry
09:09 - Data Utilization Issues in Oil and Gas
12:06 - Founding Geolumina
17:21 - Starting a Programming Career
20:33 - Learning Programming Effectively
23:55 - ChatGPT in Energy Tech
28:16 - AI, Machine Learning, and LLMs
31:55 - Understanding AGI
35:26 - Geolumina's Capabilities
38:03 - Enverus: Structuring Discoverable Data
40:57 - Enverus: Automating Data Summarization
45:00 - Improving Workplace Satisfaction
46:40 - Talent Shortage in Oil and Gas
48:20 - Knowledge Transfer Strategies
50:00 - Creating a Digital Expert
51:40 - Retaining Industry Experts
53:20 - Revenue Streams in Oil and Gas
56:25 - Speed Round
1:02:20 - Advice for Entering Energy Tech
1:02:30 - Guidance for Aspiring Entrepreneurs
1:03:31 - Connecting with David and Geolumina

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The Untold Story of Armenia's Geopolitical Tug-of-War

collide. — Tue, 10 Oct 2023 05:00:00 -0700

Nareg Soghomonian joins host John Kalfayan to discuss the unfolding humanitarian crisis in Artsakh, Armenia, and its significant connection to global energy geopolitics. Nareg shares a personal account of a colleague's brother who has gone missing amidst the chaos, highlighting the dire situation. The conversation expands to the geopolitical conflicts affecting oil and gas prices and the silence of major energy companies like BP and Equinor, despite their stakes in the region. Nareg calls for action, emphasizing that this is not just an Armenian issue but a global human rights crisis.

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0:00 - Introduction to Energy Bytes Podcast
3:15 - Artsakh Conflict Overview
5:29 - Who is John Kalfayan
6:04 - Origins of Artsakh-Azerbaijan Conflict
15:31 - Armenia's Historical Background
19:20 - Energy Politics in Artsakh Invasion
21:04 - Azerbaijan's Strategic Objectives
28:21 - BTC Pipeline Ownership Debate
31:33 - BP's Energy Sustainability Goals
34:50 - Oil Industry's Role in Conflict Regions
36:30 - US Foreign Aid to Armenia
39:30 - Documenting War Crimes in Artsakh
41:30 - Reflecting on Artsakh Invasion
44:22 - Impacts of Sanctions on Countries

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EP 13: Rodney Giles from BidOut

collide. — Wed, 27 Sep 2023 05:00:00 -0700

Rodney Giles, CEO and co-founder of BidOut share how his tech journey led to the creation of BidOut, a platform revolutionizing procurement in the oil and gas sector. Rodney discusses the challenges of navigating the tech landscape, the importance of simplicity in SaaS solutions, and how cloud-native solutions and AI are driving innovation in procurement. He also emphasizes the importance of agility in tech development and shares insights on how BidOut is enhancing efficiency in the energy industry.

00:00 - Intro
00:47 - Getting into Tech
03:30 - Evolution as a Technologist
08:53 - Successful Architectural Decisions
10:55 - CI/CD Practices
14:17 - Infrastructure Background
17:44 - Backend Programming Languages
23:18 - Decision-Making in Tech
26:58 - Crossing the Chasm in Tech
29:40 - Data Analytics Insights
33:20 - Supply Chain Challenges
38:09 - Working with Excel in Tech
41:34 - VMs vs Containers Explained
44:22 - Understanding Data Centers
50:08 - Favorite Video Game
51:49 - Favorite Managed Services
53:29 - Exciting Tech Innovations
54:45 - Advice for Energy Tech Newcomers
56:17 - Connecting with Rodney

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EP 12: Andrew Muñoz from 4Cast

collide. — Wed, 20 Sep 2023 05:01:00 -0700

Andrew Muñoz, CTO of 4Cast discuss his journey from geophysicist to tech entrepreneur. Andrew shares how he has combined geophysics with AI and data science to revolutionize geophysics interpretation in the oil and gas sector. The conversation delves into his self-taught programming skills, experiences with industry giants, and the development of intuitive software for both technical and non-technical users. Andrew also offers insights into the future of tech startups in industrial markets.

00:00 - Guest Intro - Andrew Munoz
01:05 - Andrew Munoz, Geophysics Expert
05:01 - Early Coding Experiences in Tech
10:06 - Journey into Oil and Gas Industry
17:55 - Programming Journey and Skills
19:00 - Importance of Self-Learning in Tech
19:37 - Value of Good Mentors in Career
21:50 - Building Your Own Framework for Efficiency
23:30 - Starting with Free and White Label Solutions
25:48 - Motivation from Problem Solving
26:50 - How to Build Good Software Effectively
31:46 - #HamadDarko Discussion
36:00 - Deploying Spotfire on Linux
40:55 - Managing and Visualizing Large Datasets
44:10 - R vs Python: A Comparison
47:51 - Integrated Development Environments (IDEs)
52:05 - Debugging Techniques with VS Code
55:25 - Speed Round Q&A
57:55 - Wrapping It Up: Key Takeaways
58:34 - Outro and Closing Remarks

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EP 11: Derrick Turk from Terminus

collide. — Wed, 13 Sep 2023 05:00:00 -0700

Derrick Turk, President at Terminus share his journey from mechanical engineering to leading a tech-driven company in the oil and gas sector. Derrick discusses the challenges of integrating data science as a core business function, the evolving role of AI in industrial markets, and the importance of domain expertise in tech startups. He also offers insights into the future of sustainable energy innovation and how technology will drive change in the sector.

00:00 - Intro
00:21 - Derek's Background in Energy
01:59 - How Derek Got Into Programming
06:53 - Derek's Experience at Devon Energy
10:02 - Tools Used at Devon Energy
15:18 - ArpsDCA Overview
20:00 - R vs Python for Data Analysis
22:05 - Interactive Development Techniques
26:35 - JSON Over HTTP in Data Science
27:50 - High Modernism and XML Explained
32:13 - Terminus Data Science Insights
37:32 - De-emphasizing Data Science Practices
40:40 - Understanding Data Revenue
42:50 - Favorite Projects in Energy Sector
44:59 - Highlighting Favorite Project
54:50 - Lightning Round Q&A
58:02 - Future of Energy Trends
01:01:31 - What Are You Bullish On in Energy
01:06:55 - Where to Find Derek Online

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EP 10: Bryan McDowell from Sabata

collide. — Wed, 06 Sep 2023 05:00:00 -0700

Bryan McDowell, founder of Sabata Energy Partners discuss how his company is tackling the challenges of dark data in the energy sector. Bryan shares his journey from his small-town roots to becoming an industry innovator, using AI and cutting-edge data management strategies to bring hidden data to light and optimize operations in oil and gas. He offers insights into the future of energy and how Sabata is positioned to lead the way in transforming the industry.

0:00 - Podcast Introduction
0:48 - Brian McDowell's Background
6:19 - Post-Graduation Career Path
9:28 - Current Role at Sabata Energy
9:37 - Introduction to Well Interference
14:15 - Fracture Data Analysis in Oil Wells
17:33 - Shale Industry Prospects
21:50 - Founding Sabata Energy Partners
25:09 - Building the Sabata Energy Data Library
27:20 - Matt's Oil & Gas Industry Entry
29:28 - Launching a Subsurface Data Company
30:48 - Digitization of Oil & Gas Paper Records
33:19 - Data Organization Techniques
35:30 - Exploring Dark Data in Energy Sector
39:00 - Entrepreneurship Realities in Energy
42:30 - Overcoming Business Challenges
44:25 - Turning Points in December
46:05 - Resilience in Business Setbacks
50:25 - Data Science in Energy Consulting
54:18 - Importance of Commitment in Business
56:09 - Understanding Your Market Value
58:33 - Assessing Time Investment Worth
1:00:55 - Strategies for Price Anchoring
1:04:35 - Long-Term Business Development Insights
1:08:24 - Quick-Fire Question Round
1:08:25 - Preferred Cloud Services
1:08:34 - Brian's Book Recommendations
1:08:59 - Favorite Open-Source Tools
1:09:43 - Personal Interests and Hobbies
1:10:24 - Cutting-Edge Technology in Energy
1:15:53 - Connecting with Brian McDowell
1:16:48 - Podcast Conclusion

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EP 9: Reishin Toolsi from Databricks

collide. — Wed, 30 Aug 2023 05:00:00 -0700

Reishin Toolsi, Senior Solution Architect and Lead Energy SME at Databricks discuss how Databricks is transforming the energy sector through innovative AI and data management solutions. Reishin shares insights into Databricks' Lakehouse architecture, which bridges data silos and accelerates AI deployment. The conversation also explores the benefits of open-source technologies like Delta Lake and how they enhance data governance and operational efficiency in oil, gas, and utilities.

00:00 - Intro
00:50 - Reishin's Journey to Databricks
02:45 - Importance of Energy
05:27 - Energy Addition
08:56 - Databricks History
12:50 - What is Databricks
16:56 - Databricks as a Unified Data Platform
18:20 - Databricks and the Future of Data
20:00 - Databricks on Any Cloud
21:40 - Challenges of Edge Computing
23:20 - Future of Edge Computing
29:02 - DALL-E
30:30 - ChatGPT
32:49 - Open Source vs Proprietary Models
35:23 - How to Use Dolly
37:35 - AI to Capture Tribal Knowledge
40:00 - How to Use GPT-3 Plugins
43:15 - AI's Impact on Society
48:31 - Databricks in Action: Use Cases and Case Studies
52:35 - Getting All Your Data in One Place
53:33 - Interesting Energy Projects by Databricks
57:56 - How Databricks Optimizes Your Data
1:02:40 - What Are You Excited About
1:04:05 - Speed Round
1:07:29 - Have You Tried the New PSVR 2
1:09:31 - Apple TV
1:12:05 - Favorite Visualization Tool
1:12:41 - Favorite Book

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EP 8: Igor Kuvaev from ROGII Inc.

collide. — Wed, 23 Aug 2023 05:00:00 -0700

Igor Kuvaev, CTO of ROGII Inc. discuss how cutting-edge technology is transforming the oil and gas sector. Igor shares his journey from geologist at ConocoPhillips to leading innovation at ROGII, where the company is using AI to unlock hidden profits and revolutionize drilling operations. The conversation covers the challenges of outdated technology, the essential role of geosteering, and ROGII’s approach to real-time data integration and edge computing, setting new benchmarks for the industry.

00:00 - Intro
01:15 - Igor's Background
02:38 - Role of a Geologist
06:54 - Evolution of Geosteering
14:01 - StarSteer Technology Stack
19:10 - Real-Time Operations at StarSteer
24:46 - Cloud Agnostic Solutions
29:01 - Data Sharing and Python Integration
31:05 - Python SDK Overview
34:30 - User Feedback Importance
38:55 - Benefits of Python
43:18 - Exciting Future Developments
43:36 - Edge Computing Innovations
48:49 - Future of Self-Driving Cars
50:53 - Lightning Round Q&A
56:15 - Advice for Energy Tech Startups
58:05 - Solving Problems in Tech
59:02 - Favorite Game Discussion

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EP 7: From Rural Alaska to Leading a Biotech Startup with Liz Dennett of Cemvita Factory

collide. — Wed, 09 Aug 2023 05:00:00 -0700

Liz Dennett, Chief Technology Officer at Cemvita Inc., shares her journey from growing up in rural Alaska to leading innovative biosolutions for a carbon-neutral future. Liz discusses how her upbringing shaped her creative approach to problem-solving and innovation, emphasizing the importance of unstructured time and self-taught skills. The conversation delves into her work at Cemvita, where she pioneers the use of microbes for sustainable solutions in the oil and gas sector, and her vision for practical and economically viable energy transitions driven by tech startups.

00:00 - Intro
00:33 - Growing up in rural Alaska
02:07 - Liz’s career journey
03:15 - Learning technology: early vs late
05:29 - Defining problems in energy solutions
07:12 - Talent in the energy industry
11:13 - Entering the tech field
17:51 - Coding experience in education
20:25 - Energy Tech Stack overview
22:16 - Best practices in technology
24:30 - Understanding microservices
28:15 - Open source vs service models
33:48 - Real-time data capture techniques
35:37 - Career progression in tech leadership
39:35 - Empathetic architecture in design
43:35 - Microbiome data analysis
48:05 - Exploring Gold Hydrogen technology
50:30 - Technology stack insights
56:05 - Advice for new energy professionals
57:27 - Favorite database technologies
59:14 - Favorite open source tools
01:01:33 - Security in technology
01:03:26 - Favorite board games
01:03:55 - Cutting-edge technology trends

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EP 6: Jeffrey Davies from EnerWrap & Wrapify

collide. — Wed, 02 Aug 2023 05:00:00 -0700

Jeffrey Davies, founder of EnerWrap and Wrapify share his journey from corporate banking to transforming data visualization in the energy sector. Jeffrey discusses how his experience navigating energy markets post-Enron led to the creation of EnerWrap and Wrapify, two tools designed to offer unbiased, AI-powered energy insights. The conversation covers his contrarian approach to energy investing, the challenges of data overload, and the future of EnerWrap as it continues to disrupt the energy tech landscape.

00:00 - Intro
00:23 - Jeff Davies Background
06:41 - Intersection Energy Insights - Product Overview
09:42 - Datawrapper - Visualization Tool
12:56 - Wrapify - Data Extraction at Scale
16:01 - Google Sheets - Underappreciated Tool
19:57 - Google Sheets and Apps Script - Powerful Features
21:05 - How Wrapify Was Born - Founder's Story
25:20 - How Wrapify Works - Functionality Explained
27:05 - Centralized Data Library - Power and Benefits
31:00 - Energy Tech - Innovations and Trends
32:40 - Datawrapper vs Google Sheets - Comparison
36:50 - Why You - Importance of Data
42:54 - Data Used by Energy Investors - Key Insights
45:34 - Best Spreadsheet Jeff Ever Made - Highlight
47:05 - Data Not Used by Energy Investors - Gaps
48:53 - Knowledge in Energy Sector - Understanding Limits
54:14 - Data Insights - What It Tells Us
56:26 - Data Tells the Truth - Importance of Accuracy
57:18 - Speed Round - Quick Questions
59:10 - Emerging Tech Excitement - Future Innovations
01:03:57 - Favorite Board Game - Personal Insight
01:04:00 - Interest in Crypto - Discussion
01:06:51 - How to Find Alex - Contact Information

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EP 5: How Pod2 is Using "Rust" to Revolutionize Energy Workflows

collide. — Wed, 26 Jul 2023 14:58:58 -0700

Matt Harriman and Josh Groves, co-founders of Pod2 discuss their journey from working in large energy corporations to founding Pod2, a company focused on aligning profitability with cultural growth in the energy sector. Matt and Josh share their insights into the challenges faced by the oil and gas industry, the role of AI in addressing data quality issues, and how their innovative software solutions are transforming industry practices. They also explore the importance of strategic planning and team building in driving business success.

00:00 - Introductions
02:53 - What is Pod 2
08:51 - Pod 2 Software Products
14:20 - Collaboration Between Josh and Matt
18:15 - Josh’s Software Journey
19:27 - First Programming Language
21:00 - Pitching Your Software
27:01 - Tech Stack Overview
32:28 - Software Deployment Methods
34:38 - Running Software on Low-End Devices
36:35 - Edge Computing Explained
37:57 - Introduction to WebGPU
43:14 - Data Ownership Importance
46:46 - Upstream Communication Strategies
53:34 - Upstream's Alternative to Slack
57:40 - Development Stack Insights
58:20 - Using Copilot in Development
1:00:20 - Exciting New Technologies
1:06:30 - Advice for Entering Energy Tech
1:07:50 - Entrepreneurial Pathways
1:10:20 - Execution Over Process
1:13:05 - Rapid Fire Questions
1:15:13 - Opportunities for Improvement
1:19:59 - Where to Connect with Them
1:20:28 - Book: Upstream Integrated Planning

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EP 4: Federico Villamayor from Halliburton

collide. — Wed, 19 Jul 2023 07:27:14 -0700

Federico Villamayor, Software Architect at Halliburton share his journey from Enron to leading innovation in the oil and gas sector. Federico reflects on his diverse experiences across Aerospace, Finance, Automotive, and Energy, and discusses the challenges of digital transformation in high-risk industries like oil and gas. He highlights Halliburton's work in automated fracking, the importance of simple and robust solutions, and the value of continuous learning in a complex tech landscape. Federico also offers insights into the future of software development in the energy sector.

0:00 - Energy Bytes Podcast Introduction
0:52 - Federico Villamayor Background
4:49 - Halliburton Software Innovations
8:58 - Energy Product Development Insights
11:13 - Manual vs Automatic Processes
13:24 - Identifying Industry Problems
18:05 - Understanding Container Technology
21:30 - Halliburton Software Mechanics
27:58 - Edge Computing in Energy Sector
33:00 - Kubernetes in Energy Systems
39:35 - Starlink Impact on Energy Industry
43:10 - Energy Tech Career Guidance
45:46 - Quick-Fire Question Round
49:20 - Future Energy Technology Trends
49:35 - Concluding Energy Insights

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EP 3: Todd Bush from Decarbonfuse

collide. — Wed, 19 Jul 2023 07:27:08 -0700

Todd Bush, Managing Director of Decarbonfuse discuss how Decarbonfuse is transforming the energy landscape through innovative carbon capture solutions. Todd shares his journey from Chevron to leading startups in the energy transition space, highlighting the challenges of carbon capture and the role of AI and data in overcoming these obstacles. He also offers insights into the evolving energy market and his vision for a sustainable, decarbonized future.

Click here to view the episode transcript.

00:00 - Intro
01:00 - Todd Bush, Decarbonfuse
02:30 - Indigent Issues
05:49 - RigData Overview
08:18 - R and MongoDB Integration
11:15 - Using R in Production
12:38 - Structured vs Unstructured Databases
15:47 - Energent Insights
18:42 - Decarbonfuse Overview
21:54 - How Decarbonfuse Works
27:05 - Data Aggregation Process
28:45 - Data Update Frequency
30:25 - GIS Data Normalization
31:50 - QGIS Applications
34:30 - Using GIS in R
35:50 - Satellite Data in Energy Industry
46:06 - AI/ML Impact on Energy
48:30 - Discoverability Engine Features
50:40 - Speed Round
56:18 - Interesting Bleeding Edge Tech

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EP 2: Talal Nehme from Mi4 Corporation

collide. — Wed, 19 Jul 2023 07:19:53 -0700

Talal Nehme, President of Mi4 Corporation share his journey from tinkering with a Commodore 64 in Lebanon to becoming a leader in AI initiatives within the oil and gas industry. Talal discusses the importance of understanding data structures, the evolution of technology stacks, and how his contrarian approach to AI offers practical solutions for the industry. The conversation highlights the need for real-world applications of AI and Talal's vision for the future of AI in energy, focusing on gut instinct analytics over hype.

00:00 - Intro
00:29 - Tech Journey: How I Got Started
05:29 - Consulting Career Path
08:01 - Software Development: Is It Straightforward?
10:35 - Understanding Software Architecture
11:42 - Importance of Learning Software Skills
16:36 - Building Commercial APIs: Key Considerations
19:55 - Internal vs Public APIs: Differences Explained
21:14 - Future of the API Market
29:03 - Data Sharing in Technology
35:07 - Exploring the Microsoft Tech Stack
42:54 - Favorite Tools for Developers
44:18 - Power BI: Data Visualization Tool
44:20 - SQL Compare: Database Management Tool
49:20 - Power Apps: Building Custom Apps
51:30 - AI/ML Applications in Energy Sector
51:50 - Current Projects in AI/ML
58:55 - Tips for Entering the Energy Tech Community
1:00:50 - Speed Round: Quick Questions
1:03:15 - Finding Ali: Contact Information

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EP 1: Intro to Energy Bytes

collide. — Tue, 18 Jul 2023 14:02:54 -0700

Are you interested in the intersection of energy and data? Do you want to learn about the tech stacks energy companies are using to power the world? Or are you just trying to keep up with the continuous stream of new A.I., cloud, and software the energy industry is leveraging?

Welcome to Energy Bytes! the podcast that explores the intersection of energy and data. I'm John Kal-fan, also known as the raddest dad, and each week I'll be joined by my co-host Bobby Neelon, where we'll take you on a journey into energy tech.

Each week, Bobby and I will interview experts from the industry and dive deep into their favorite cloud providers, open source tools, and coding libraries as well as some tools they recommend we avoid. We'll talk about what solutions they're currently using and why, as well as discuss technology trends that are shaping the future of energy.

Whether you're an engineer, a manager, a generalist or an enthusiast, you'll find something valuable and interesting in every byte of information, or dad joke, we deliver. So join us as we decode the algorithms of energy, one byte at a time. If you've enjoyed this AI generated version of my voice, just wait till you hear the real thing!

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