PRO
San Diego, USA
Machine Learning for Chip Design Expert
Local Time - 05:48 PM
About Me
I am an expert in ML aided optimization problems in the physical design space and develop customized GenAI solutions for automating ASIC chip design process.
In my PhD and industrial experience, I focused on applying machine learning to address key challenges in Electronics Design Automation EDA:
1 AI/ML Aided Physical Aware Tiling: I contributed to optimization techniques to minimize manual effort in physical aware tiling. Part of my work contributed to a Qualcomm patent application and helped me deepen my expertise in physical design methodologies.
2 Cross Team Mentorship and Technical Guidance: I provided consultation and mentorship across teams, leveraging my background in side channel resilient hardware design, frontend EDA, and ML based optimization to help engineers translate practical challenges into solvable ML problems and evaluate potential solutions.
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