EPISODE · May 2, 2024 · 58 MIN
EP 36: Naveen Krishnaraj from Sabanto
from Energy Bytes · host collide.
Naveen Krishnaraj, PhD, Senior Data Scientist at Sabanto, shares how he's using data science to revolutionize both the oil and gas and agricultural sectors. Naveen discusses his transition from oil and gas to agriculture, applying his expertise to enhance farming efficiency with autonomous technology. He explains how Sabanto’s autonomy kits are transforming ordinary tractors into self-operating machines, improving precision and reducing labor costs. Naveen also highlights the crossover of sensor technologies from oil fields to farmlands, showing how advancements in one industry can benefit another. With key insights into the future of technology blending with traditional industries, this episode explores how data science is driving sustainable growth in agriculture.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.io0:00 - Intro0:23 - Autonomous Tractor Company Overview4:24 - Skills Transition: Oil and Gas to ATC6:20 - AI/ML Applications in Agriculture10:18 - Deploying AI Models at ATC12:57 - Utilizing SageMaker for Model Deployment18:07 - Edge Computing in Agriculture Tech20:53 - Introduction to Santo24:30 - Retrofit Kits in Agricultural Machinery25:50 - Best Practices for Productionizing AI Models30:15 - CI/CD Tools for AI Development32:53 - Data Engineering Insights36:20 - Career Path: Entering Oil and Gas Industry40:00 - Cross-Industry Tech Solutions44:33 - Building Computer Vision Models49:29 - Licensing for Commercial Model Use54:10 - Speed Round Q&A54:29 - Influential Figures in Tech to Follow56:20 - Favorite Cloud Platforms Discussion56:57 - Discussing Favorite Video Games57:16 - Top Open Source Libraries57:48 - Where to Find Naveen Krishnarajhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters
What this episode covers
Naveen Krishnaraj, PhD, Senior Data Scientist at Sabanto, shares how he's using data science to revolutionize both the oil and gas and agricultural sectors. Naveen discusses his transition from oil and gas to agriculture, applying his expertise to enhance farming efficiency with autonomous technology. He explains how Sabanto’s autonomy kits are transforming ordinary tractors into self-operating machines, improving precision and reducing labor costs. Naveen also highlights the crossover of sensor technologies from oil fields to farmlands, showing how advancements in one industry can benefit another. With key insights into the future of technology blending with traditional industries, this episode explores how data science is driving sustainable growth in agriculture.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.io0:00 - Intro0:23 - Autonomous Tractor Company Overview4:24 - Skills Transition: Oil and Gas to ATC6:20 - AI/ML Applications in Agriculture10:18 - Deploying AI Models at ATC12:57 - Utilizing SageMaker for Model Deployment18:07 - Edge Computing in Agriculture Tech20:53 - Introduction to Santo24:30 - Retrofit Kits in Agricultural Machinery25:50 - Best Practices for Productionizing AI Models30:15 - CI/CD Tools for AI Development32:53 - Data Engineering Insights36:20 - Career Path: Entering Oil and Gas Industry40:00 - Cross-Industry Tech Solutions44:33 - Building Computer Vision Models49:29 - Licensing for Commercial Model Use54:10 - Speed Round Q&A54:29 - Influential Figures in Tech to Follow56:20 - Favorite Cloud Platforms Discussion56:57 - Discussing Favorite Video Games57:16 - Top Open Source Libraries57:48 - Where to Find Naveen Krishnarajhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters
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EP 36: Naveen Krishnaraj from Sabanto
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