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Goodpods has curated a list of the 10 best Energy Bytes episodes, ranked by the number of listens and likes each episode have garnered from our listeners. If you are listening to Energy Bytes for the first time, there's no better place to start than with one of these standout episodes. If you are a fan of the show, vote for your favorite Energy Bytes episode by adding your comments to the episode page.
EP 53: Meet Ionian Labs' Game-Changing Tools
Energy Bytes
10/17/24 • 57 min
Texas A&M engineering graduates Yazan and Eugen are leveraging AI and advanced technology to modernize outdated processes, particularly in land acquisition and title work within the energy industry.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.
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.Click here to view the episode transcript.
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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08/01/24 • 79 min
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.
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
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 37: Sara Booth from SM Energy Company
Energy Bytes
05/09/24 • 62 min
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.
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
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 57: EZ Ops and Detechtion
Energy Bytes
11/14/24 • 73 min
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.”
Click here to watch a video of this episode.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 43: Stephen Pace from Snowflake
Energy Bytes
07/25/24 • 71 min
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.
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
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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03/21/24 • 64 min
Dive deep into the transformative power of AI in the energy sector with our latest episode featuring Alex Lach, AI Development Manager at Oxy. Discover how Oxy is leading the charge in integrating AI technologies to enhance operations and drive efficiency across the oil fields. This episode offers a unique glimpse into the intersection of energy and technology, shedding light on the cutting-edge tech stacks that are powering the industry forward.
Key Takeaways:
- Insight into the journey from traditional oil and gas operations to AI-driven efficiencies.
- Exploration of the specific AI technologies making waves in the energy sector.
- A look into Oxy's strategic approach to AI integration and the impact on their operations.
- Industry Insights: A broader perspective on how AI is shaping the future of the energy industry.
- A Contrarian Approach: Discover Oxy's unique strategy in adopting AI technologies.
Guest Bio: Alex Lach brings a wealth of knowledge and experience as the AI Development Manager at Oxy. With a background deeply rooted in the oil and gas sector, Alex has played a pivotal role in pioneering AI initiatives within Oxy, driving significant operational improvements and setting new standards for technological adoption in the industry.
For those looking to stay ahead of the curve in the rapidly evolving landscape of energy and technology, this episode is a must-listen. Follow us for updates and check out our other episodes to gain more insights into the intersection of technology and various industrial markets.
#AidrivenInsights #DataManagement #GoogleAnalytics #ProductionEngineering #TechCareer
#ModelScalability #DataManagement #AiMetrics #SpotfireAnalytics #SecurityRisks
CHAPTERS:
0:00 - Intro to Energy Bytes Podcast
4:30 - Alex Lach's Tech Journey
7:00 - Ubiquity of Computing in Energy Tech
12:38 - Reality of Prompt Engineering
17:39 - Python Integration in Excel
23:14 - Achieving Human-Level AI Performance
24:39 - Future Trends in Autonomous Driving
26:23 - Impact of Tech on Education
28:57 - Strategies to Outsmart AI
33:07 - AI: Unleashing the Genie
35:03 - Navigating Privacy in Tech
40:05 - Gemini Jailbreak Explained
42:55 - Using Spotfire in Energy Analysis
46:29 - Importance of User Metrics in Tech
50:00 - Benefits of Ublock Origin
56:42 - Data Privacy and Security
57:55 - Challenges of Vendor Lock-In
1:00:25 - Rapid Fire Questions on Tech and Energy
1:01:30 - AI's Impact on Oil & Gas Industry
1:03:29 - Closing Remarks
EP 2: Talal Nehme from Mi4 Corporation
Energy Bytes
07/19/23 • 64 min
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.
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
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 30: George Danner from Business Laboratory
Energy Bytes
02/29/24 • 86 min
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.
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.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 49: AI Driller's Wild Journey on Energy Bytes
Energy Bytes
09/19/24 • 71 min
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.
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
01:06 - 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
Energy Bytes
09/13/24 • 61 min
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.
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
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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FAQ
How many episodes does Energy Bytes have?
Energy Bytes currently has 60 episodes available.
What topics does Energy Bytes cover?
The podcast is about Blockchain, Cloud, Javascript, Exploration, Tech, Analytics, Aws, Devops, Oil And Gas, Power, Data, Saas, Nlp, Energy, Software, Kubernetes, Podcasts, Oil, Big Data, Technology, Iot, Science, Automation, Artificial Intelligence, Java, Python and Programming.
What is the most popular episode on Energy Bytes?
The episode title 'EP 29: How WellDatabase Reimagined Data Automation' is the most popular.
What is the average episode length on Energy Bytes?
The average episode length on Energy Bytes is 70 minutes.
How often are episodes of Energy Bytes released?
Episodes of Energy Bytes are typically released every 7 days.
When was the first episode of Energy Bytes?
The first episode of Energy Bytes was released on Jul 18, 2023.
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