關於這一集
In this episode, Yasir Noori shares his entrepreneurial journey from quantum computing research to founding Deep Fabrication, a startup developing AI tools to predict defects in semiconductor manufacturing. Discover how AI can transform chip fabrication processes, reduce costs, and accelerate innovation in the industry.
Key Topics
* The evolution from quantum computing to semiconductor fabrication, and why semiconductors remain a passion.
* How Southampton’s advanced clean room facilities influenced Dr. Noori’s focus on deep tech.
* The origin story of Deep Fabrication and the importance of AI in defect prediction during manufacturing.
* Details of the company’s flagship tool, Deep Litho, designed to optimize lithography processes.
* The strategic approach to building a team, including insights from a “speed dating” exercise with AI experts.
* The process of market testing with pilot projects within UK and European foundries.
* The funding journey, including grants from Innovate UK, angel investors, and future plans for growth.
* The balance between academic research, entrepreneurship, and personal life.
* Lessons learned, including negotiation strategies and valuable business books like “The Lean Startup” and “The Mom Test.”
* Future ambitions: expanding the AI tools across the entire semiconductor manufacturing chain.
Timestamps (approx)
00:00 - Introduction to Dr. Yasin Noori and Deep Fabrication
02:00 - From quantum computing to semiconductors: a strategic career shift
04:00 - Southampton’s world-class fabrication facilities and their influence
05:30 - Inspiration behind Deep Fabrication’s defect prediction AI solution
07:00 - The concept development of Deep Litho and its potential impact
09:00 - Building a cross-disciplinary team through networking events
11:00 - Organic growth of AI models and expanding into manufacturing processes
13:00 - Critical steps of semiconductor fabrication and lithography explained
15:30 - How AI can optimize and accelerate lithography process
18:00 - Pilot testing with UK companies and plans for scaling globally
20:00 - Business model: licensing software and expanding modules
22:00 - Funding journey: grants from Innovate UK and plans for investment
26:00 - Navigating the challenges of startup incubation and university spinouts
33:00 - Managing time between research, entrepreneurship, and personal life
35:30 - Advice for young entrepreneurs and lessons learned along the way
42:00 - The importance of negotiation and customer validation strategies
43:00 - Future plans: raising funds, expanding team, and scaling impact
Resources & Links
* The Lean Startup by Eric Ries
* The Mom Test by Rob Fitzpatrick
* Southampton University Zeppler Institute
The BritChips Podcast is proudly sponsored by Silicon Catalyst UK, Official Partner of the government-funded ChipStartUK semiconductor incubator.
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