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

* Innovate UK Funding

* Southampton University Zeppler Institute

* Future Worlds Southampton

The BritChips Podcast is proudly sponsored by Silicon Catalyst UK, Official Partner of the government-funded ChipStartUK semiconductor incubator.

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