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Energy Bytes

Energy Bytes

By: collide.
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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.2025 Digital Wildcatters, Inc Science
Episodes
  • EP 75: Rudy Lacovara from PetroBricks
    Sep 26 2025

    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 We got into the pain points everyone in the industry knows too well: outdated data standards, SCADA headaches, and the constant struggle to automate without breaking things.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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    1 hr and 6 mins
  • EP 74: Husam Rahman from aai agency
    Sep 19 2025

    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.


    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
    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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    https://www.youtube.com/@collide_io

    https://bsky.app/profile/digitalwildcatters.bsky.social

    https://www.linkedin.com/company/collide-digital-wildcatters

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    1 hr and 8 mins
  • EP 73: Steven Barrow from Patronus Energy
    Sep 12 2025

    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.
    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 - 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

    https://twitter.com/collide_io

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    https://www.youtube.com/@collide_io

    https://bsky.app/profile/digitalwildcatters.bsky.social

    https://www.linkedin.com/company/collide-digital-wildcatters

    Show More Show Less
    1 hr and 3 mins
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