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EP 36: Naveen Krishnaraj from Sabanto
Manage episode 416000495 series 3493211
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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.
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Click here to watch a video of this episode.CHAPTERS:
0:00 - Intro
0:23 - Autonomous Tractor Company Overview
4:24 - Skills Transition: Oil and Gas to ATC
6:20 - AI/ML Applications in Agriculture
10:18 - Deploying AI Models at ATC
12:57 - Utilizing SageMaker for Model Deployment
18:07 - Edge Computing in Agriculture Tech
20:53 - Introduction to Santo
24:30 - Retrofit Kits in Agricultural Machinery
25:50 - Best Practices for Productionizing AI Models
30:15 - CI/CD Tools for AI Development
32:53 - Data Engineering Insights
36:20 - Career Path: Entering Oil and Gas Industry
40:00 - Cross-Industry Tech Solutions
44:33 - Building Computer Vision Models
49:29 - Licensing for Commercial Model Use
54:10 - Speed Round Q&A
54:29 - Influential Figures in Tech to Follow
56:20 - Favorite Cloud Platforms Discussion
56:57 - Discussing Favorite Video Games
57:16 - Top Open Source Libraries
57:48 - Where to Find Naveen Krishnaraj
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