Episodes

  • EP 51: Britany Devlin from Energy Ogre
    Sep 26 2024

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    Dive deep into the world of energy savings on the Energy Bytes Podcast as Energy Ogre's CTO, Britany Devlin, reveals insider secrets to cutting power bills. Discover how Britany, with her extensive experience in trading floors and risk management, navigates the complexities of the energy market to provide valuable insights into reducing electricity costs.

    Key Takeaways:
    - Learn about the dynamic trends in natural gas and electricity prices and their impact on the market.
    - Explore the innovative strategies employed by Energy Ogre to optimize power plan contracts for their clients.
    - Understand the role of AI and automation in revolutionizing the energy sector and improving customer experience.

    The Backstory: Britany shares her journey from an MBA graduate to a leading figure in energy technology, emphasizing the importance of creative solutions in a volatile market.

    Guest Bio: Britany Devlin, CTO of Energy Ogre, brings years of expertise in energy markets, making significant strides in customer-centric technology solutions.

    Industry Insights: Gain a contrarian approach to traditional energy strategies and uncover the potential future of renewables and storage solutions.

    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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    1 hr and 16 mins
  • EP 50: AI Driller's Wild Journey on Energy Bytes
    Sep 19 2024

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    In this episode of Energy Bytes Podcast, dive deep into the misunderstood revolution of AI in Oil & Gas with industry experts Richard Zamora, COO, and Marat Zaripov, CEO & Founder of AI Driller, Inc. Discover how AI is reshaping the sector, breaking down complex processes, and enhancing operational efficiency. Key Takeaways include insights on the role of AI in transforming traditional practices, overcoming industry headwinds, and the evolving perception of AI in tech startups within the oil and gas sector. Learn about the backstory of AI Driller, from its unique name origin to its groundbreaking contributions in automation and data processing. The problem addressed is the industry's initial skepticism towards AI, while AI to the Rescue focuses on AI Driller's solutions for real-time data analysis and decision-making. Industry Insights reveal the nuanced impact of AI on modern workflows, with a contrarian approach to leveraging AI for sustainable growth. The Future section discusses potential advancements and continued integration of AI in energy markets. Guest Bio: Richard Zamora and Marat Zaripov are pioneers in AI technology for industrial markets, bringing innovative solutions to the forefront of the energy sector. Subscribe for more insights and follow us for updates on future episodes!

    CHAPTERS:
    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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    1 hr and 11 mins
  • EP 49: William Fox from Corva.ai
    Sep 13 2024

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    Dive deep into the transformative role of AI in the oil and gas sector as William Fox, General Manager for Drilling at Corva.ai, shares his insights on the Energy Bytes Podcast. Discover how AI is revolutionizing drilling operations, optimizing performance, and driving industry innovation. William Fox reveals AI's role in oil & gas, discussing challenges and opportunities in integrating AI technologies.

    Key Takeaways:
    - The Problem: Uncertainty and misconceptions surrounding AI in industrial markets.
    - AI to the Rescue: How Corva's Predictive Drilling leverages AI to enhance efficiency and safety.
    - Industry Insights: Balancing automation with human expertise in tech startups for sustainable growth.
    - The Future: AI's potential to mitigate risks and augment human capabilities in the energy sector.

    The Backstory: From rogue AI usage in music streaming to ethical AI implementation in drilling, this episode covers it all. William Fox offers a contrarian approach to AI, emphasizing collaboration over competition.

    Guest Bio: William Fox, with his extensive experience at Corva.ai, is a trailblazer in employing AI to transform drilling operations in the oil and gas industry.

    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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    1 hr and 2 mins
  • EP 48: Kurt Rucker from Verdad Resources
    Sep 6 2024

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    Dive deep into the critical world of cybersecurity within the oil and gas sector in this engaging episode of the Energy Bytes Podcast. Join hosts Bobby and John as they welcome Kurt Rucker, Applied Science Manager at Verdad Resources, to discuss the costly cybersecurity mistakes plaguing the industry. Discover how ransomware attacks, such as those on Halliburton, illuminate vulnerabilities and expose risks every company faces, from large publicly traded entities to midsize players.

    Key Takeaways:
    - Industry Insights: Understand the increasing frequency of cyber threats and their impact on the oil and gas sector's bottom line.
    - The Problem: Explore the challenges companies face in balancing security measures with operational efficiency.
    - AI to the Rescue: Learn how data and technology can be harnessed to build resilient systems.
    - A Contrarian Approach: Consider unconventional strategies and why embracing failure might lead to innovative solutions.
    - The Future: Envision the role of technology and collaboration in safeguarding 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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    1 hr and 15 mins
  • EP 47: Inside Secrets From Ex-Google Engineer David Yaffe!
    Aug 29 2024

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    Dive deep into the shocking truth about rising cloud costs in this episode of Energy Bytes! Join hosts Bobby and John as they sit down with David Yaffe, Co-Founder of Estuary Development. Discover how cloud costs are impacting businesses more than ever, with 30% year-over-year increases that are leaving users frustrated. The discussion navigates the complex landscape of cloud service models, pricing strategies, and the growing need for alternatives. Key takeaways include the importance of competition and innovation in cloud services, the role of data storage pricing, and David's insights into Estuary's strategic approach to cloud challenges. The backstory unfolds with David sharing his journey from mechanical engineering to tech entrepreneurship, offering a contrarian approach to data management. As they explore the future of cloud computing, industry insights reveal the potential of new technologies and pricing models. Guest Bio: David Yaffe, an accomplished entrepreneur, co-founded Estuary Development, focusing on innovative solutions in cloud cost management. Subscribe for more insights and follow us for 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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    1 hr and 16 mins
  • EP 46: Automating Oil Rigs: Robots vs. Roughnecks
    Aug 15 2024

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    Dive deep into the world of oilfield tech innovation in this episode of the Energy Bytes Podcast, as we explore how automation is revolutionizing the industry at the edge. Discover how Andrew Richard, President and Co-Founder of Automated Rig Technologies, and Ronald Townsend, President of Automated Completions Technologies Inc., are pioneering cutting-edge solutions to transform well servicing and completions.

    Key Takeaways: Learn about the evolution of outdated technologies, the role of AI and automation in enhancing safety and efficiency, and the potential for creating more appealing work environments in the oil and gas sector.

    The Backstory: With roots in drilling, both companies are now leading the charge in automating well completions, aiming to reduce human error and increase efficiency with innovative tools like the CD Rod Tong.

    Guest Bio: Andrew Richard is a visionary in oilfield automation, co-founding Automated Rig Technologies to push the boundaries of what's possible. Ronald Townsend, with his leadership at Automated Completions, is driving the adoption of next-gen tech in the U.S. energy markets.

    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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    1 hr and 9 mins
  • EP 45: How Shipping Intel is Redefining Maritime with AI
    Aug 1 2024

    Dive deep into the revolutionary world of AI in the maritime industry with this episode of Energy Bytes! Join hosts Bobby and John as they chat with Cameron Amigo, the Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel. This episode is packed with game-changing insights on how AI is transforming maritime operations, from open-source AI models like Llama 3.1 to the application of React methodology in creating efficient, domain-specific tasks.

    Discover how the integration of AI and machine learning in the maritime sector is not only enhancing operational efficiency but also ensuring safety and reducing commercial risks. Our guests bring a wealth of experience, having sailed tankers, managed technical operations, and developed cutting-edge AI solutions tailored for maritime needs.

    Cameron and Jordan share their journeys from maritime operations to becoming tech innovators, bringing invaluable insights from their hands-on experiences.

    Maritime operations traditionally suffer from data silos and inefficient processes. Our guests discuss the industry's pain points and the need for innovative AI solutions.

    Learn how the latest AI models and methodologies are providing solutions to complex maritime problems, enhancing everything from regulatory compliance to real-time operational efficiency.

    Gain a deeper understanding of how AI is reshaping the maritime industry, making it safer, more efficient, and commercially viable.

    Explore the unique challenges and opportunities presented by integrating AI in a traditionally conservative industry.

    Peek into the future of AI in maritime and how it promises to revolutionize the industry even further.

    Cameron Amigo, Advisor at Shipping Intel, and Jordan Taylor, Technical Advisor at Shipping Intel, bring decades of combined experience in maritime operations and AI technology. Their expertise and innovative thinking are driving significant advancements in the industry.

    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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    1 hr and 19 mins
  • EP 44: Stephen Pace on Energy Bytes
    Jul 25 2024

    Dive deep into the world of Snowflake's game-changing AI tools with the Energy Bytes Podcast! In this episode, John and Bobby sit down with Stephen Pace, Principal Sales Engineer at Snowflake, to uncover how Snowflake is revolutionizing data management and AI applications in the energy sector. From Stephen’s insights, discover how Snowflake's multicloud capabilities and innovative AI tools are transforming industries, one data set at a time.

    Stephen Pace shares his journey from Shell to Snowflake, detailing the evolution of Snowflake’s technology and its pivotal role in transforming data warehousing.

    Traditional data management systems struggle with scalability and real-time processing, particularly in large-scale industrial applications.

    Snowflake’s AI tools, including Snowpark and Snowpipe Streaming, provide robust solutions for these challenges, offering unparalleled efficiency and scalability.

    Gain deep insights into how leading energy companies leverage Snowflake to enhance their data strategies and streamline operations.

    Stephen explains Snowflake’s unique approach to cloud data warehousing, challenging conventional methods and offering innovative alternatives.

    Get a sneak peek into Snowflake’s future developments and how they aim to further integrate AI and machine learning into their platform.

    Stephen Pace is a Principal Sales Engineer at Snowflake, based in Houston. With a rich background in the energy sector and extensive experience in data management, Stephen brings invaluable expertise to the table, helping organizations harness the full potential of Snowflake’s data solutions.

    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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    1 hr and 11 mins