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Energy Bytes
collide.
78 episodes
20 hours ago
Welcome to Energy Bytes with John Kalfayan and Bobby Neelon. Your essential guide to the intersection of data and energy. This podcast dives deep into the world of energy, shedding light on how data, AI, and technology are revolutionizing this sector. Each episode equips listeners with insights into the most efficient tools and resources, paving the way for a data-driven future in energy. From technical nuances to broader industry trends, Energy Bytes offers an unparalleled perspective on the evolution of the energy industry. Join us as we decode the algorithms of energy, one byte at a time.
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Technology
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All content for Energy Bytes is the property of collide. and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to Energy Bytes with John Kalfayan and Bobby Neelon. Your essential guide to the intersection of data and energy. This podcast dives deep into the world of energy, shedding light on how data, AI, and technology are revolutionizing this sector. Each episode equips listeners with insights into the most efficient tools and resources, paving the way for a data-driven future in energy. From technical nuances to broader industry trends, Energy Bytes offers an unparalleled perspective on the evolution of the energy industry. Join us as we decode the algorithms of energy, one byte at a time.
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Technology
Science
Episodes (20/78)
Energy Bytes
EP 76: Christy Hopkins and Philip Heggelund from PandoScape

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.

Click here to watch a video of this episode.

Join the conversation shaping the future of energy.
Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


Click here to view the episode transcript.

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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2 weeks ago
1 hour 19 minutes

Energy Bytes
EP 75: Rudy Lacovara from PetroBricks

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.

Click here to watch a video of this episode.


Join the conversation shaping the future of energy.
Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


Click here to view the episode transcript.

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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2 months ago
1 hour 5 minutes

Energy Bytes
EP 74: Husam Rahman from aai agency

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. 

Click here to watch a video of this episode.


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Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


Click here to view the episode transcript.

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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2 months ago
1 hour 8 minutes

Energy Bytes
EP 73: Steven Barrow from Patronus Energy

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.

Join the conversation shaping the future of energy.
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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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2 months ago
1 hour 2 minutes

Energy Bytes
EP 72: Scott Casso from Casso Land

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.

Click here to watch a video of this episode.


Join the conversation shaping the future of energy.
Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


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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2 months ago
1 hour 3 minutes

Energy Bytes
EP 71: Mathias Lia Carlsen from whitson

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.

Click here to watch a video of this episode.


Join the conversation shaping the future of energy.
Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


Click here to view the episode transcript.

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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3 months ago
1 hour 14 minutes

Energy Bytes
EP 70: Michael Egan from Bunting Labs

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.

Click here to watch a video of this episode.


Join the conversation shaping the future of energy.
Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.
Apply today at collide.io


Click here to view the episode transcript.

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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3 months ago
1 hour 9 minutes

Energy Bytes
EP 69: Bella Kelada-Khalil from Midnight Marketing

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

Click here to watch a video of this episode.
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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5 months ago
1 hour 21 minutes

Energy Bytes
EP 68: Cameron Snow from Danomics

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

Click here to watch a video of this episode.
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

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5 months ago
1 hour 11 minutes

Energy Bytes
EP 67: Jeff Krimmel from Krimmel Strategy Group

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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Click here to view the episode transcript.

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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5 months ago
1 hour 13 minutes

Energy Bytes
EP 66: Cam Sinclair from SmartChain

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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Click here to view the episode transcript.

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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5 months ago
1 hour 2 minutes

Energy Bytes
EP 65: Brandon Davis from AFE Leaks

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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Click here to view the episode transcript.

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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6 months ago
1 hour 4 minutes

Energy Bytes
EP 64: Joshua Johnston from Capsher Technology

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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7 months ago
57 minutes

Energy Bytes
EP 63: Vicki Knott from CruxOCM

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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7 months ago
1 hour

Energy Bytes
EP 62: Nick Fornicola from Beusa Energy

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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8 months ago
1 hour 13 minutes

Energy Bytes
EP 61: Brock Meyer from Wise Rock

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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9 months ago
1 hour 2 minutes

Energy Bytes
EP 60: Onega Ulanova from QMS2GO

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?

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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11 months ago
1 hour 11 minutes

Energy Bytes
EP 59: Jacob Matson from MotherDuck

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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11 months ago
1 hour 24 minutes

Energy Bytes
EP 58: Jon Brewton from data²

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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1 year ago
1 hour 9 minutes

Energy Bytes
EP 57: EZ Ops and Detechtion

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.

Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”

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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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1 year ago
1 hour 13 minutes

Energy Bytes
Welcome to Energy Bytes with John Kalfayan and Bobby Neelon. Your essential guide to the intersection of data and energy. This podcast dives deep into the world of energy, shedding light on how data, AI, and technology are revolutionizing this sector. Each episode equips listeners with insights into the most efficient tools and resources, paving the way for a data-driven future in energy. From technical nuances to broader industry trends, Energy Bytes offers an unparalleled perspective on the evolution of the energy industry. Join us as we decode the algorithms of energy, one byte at a time.