AI in electronics: Quilter’s journey in PCB design
In this episode of Gradient Dissent, Sergiy Nesterenko, CEO of Quilter, joins host Lukas Biewald to discuss the groundbreaking use of reinforcement learning in PCB design.
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Learn how Quilter automates the complex, manual process of creating PCBs, making it faster and more efficient. Nesterenko shares insights on the challenges and successes of integrating AI with real-world applications and discusses the future of electronic design.
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⏳Timestamps:
00:00 - Introduction to Gradient Dissent
00:45 - Meet Sergiy Nesterenko, CEO of Quilter
01:27 - Understanding PCBs and Their Importance
03:06 - Challenges in PCB Design
08:12 - Automating PCB Layout with AI
10:28 - Physics and Practical Issues in PCB Design
16:07 - Real-World Applications of Quilter
24:13 - Insights on Reinforcement Learning in PCB Design
28:11 - Handling High-Speed PCB Designs
34:22 - Balancing Research and Real-World Applications
38:39 - Challenges and Surprises in Building Quilter
43:25 - Future of PCB Design and AI Integration
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Andrew Ng course (37:20): https://www.coursera.org/specializati...
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