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Energy Bytes

collide.collide.io
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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Episodes

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 dat...

Jun 27, 20251 hr 22 minEp. 69

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 y...

Jun 20, 20251 hr 12 minEp. 68

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 d...

Jun 13, 20251 hr 13 minEp. 67

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 flippin...

Jun 06, 20251 hr 3 minEp. 66

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 ...

May 23, 20251 hr 5 minEp. 65

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 ...

Apr 25, 202558 minEp. 64

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...

Apr 04, 20251 hr 1 minEp. 63

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 breat...

Mar 28, 20251 hr 14 minEp. 62

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 ...

Feb 12, 20251 hr 3 minEp. 61

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 ...

Dec 12, 20241 hr 12 minEp. 60

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. ...

Dec 05, 20241 hr 25 minEp. 59

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 a...

Nov 21, 20241 hr 10 minEp. 58

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 O...

Nov 14, 20241 hr 14 minEp. 57

EP 56: Spotfire: The Ultimate Guide for Data Scientists

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 enginee...

Nov 07, 20241 hr 18 minEp. 56

EP 55: Hatem Nasr from Softserve

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 ...

Oct 31, 20241 hr 16 minEp. 55

EP 54: Special Episode - PetroPapers with Yoshi Pradhan

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 insi...

Oct 25, 20241 hrEp. 54

EP 53: Meet Ionian Labs' Game-Changing Tools

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...

Oct 17, 202458 minEp. 53

EP 52: Robert Brook from RBAC, Inc.

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 natur...

Oct 10, 20241 hr 24 minEp. 52

EP 51: Robert Stover from Enverus

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. Join the conversation shaping the future of energy. Collide ...

Oct 03, 20241 hr 24 minEp. 51

EP 50: Britany Devlin from Energy Ogre

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 an...

Sep 26, 20241 hr 16 minEp. 50

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

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 persp...

Sep 19, 20241 hr 12 minEp. 49

EP 48: William Fox from Corva.ai

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 h...

Sep 13, 20241 hr 2 minEp. 48

EP 47: Kurt Rucker from Verdad Resources

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 resilie...

Sep 06, 20241 hr 16 minEp. 47

EP 46: David Yaffe from Estuary Development

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 compet...

Aug 29, 20241 hr 16 minEp. 46

EP 45: Automating Oil Rigs: Robots vs. Roughnecks

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 eff...

Aug 15, 20241 hr 10 minEp. 45

EP 44: How Shipping Intel is Redefining Maritime with AI

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 efficie...

Aug 01, 20241 hr 20 minEp. 44

EP 43: Stephen Pace from Snowflake

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 process...

Jul 25, 20241 hr 12 minEp. 43

EP 42: Josh Politte from ACT Solutions & Consulting

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 Snowf...

Jun 27, 20241 hr 13 minEp. 42

EP 41: Dominik Pilat from Link Labs

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 passio...

Jun 06, 20241 hr 8 minEp. 41

EP 40: Brian Weaver from Liberty Energy

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, t...

May 30, 20241 hr 8 minEp. 40
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