Ashvin Verma
Undergraduate Researcher
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolAshvin Verma is an undergraduate researcher at UC Berkeley with a decade of hands-on experience bridging software, hardware, and physics to accelerate domain-specific workloads. He contributes to Merlin, an MLIR/IREE-based compiler stack, and has prototyped lowering paths to spatial arrays like Gemmini that yield 5–30x runtime improvements through AOT optimizations. Past internships at AMD and Armory saw him build a tiling-based DSL that emits MLIR kernels and validate DSP/ML blocks on real-time RF hardware, highlighting his full-stack approach from compiler passes to embedded board support. He also teaches large-format hands-on circuits labs, pairing pedagogical clarity with deep systems expertise. Known for combining evolutionary search agents with compiler infra, he brings an experimental, results-driven mindset to ML accelerator software and hardware co-design.
10 years of coding experience
Bachelor of Science, Electrical Engineering & Computer Science, Bachelor of Science, Electrical Engineering & Computer Science at University of California, BerkeleyDelhi Public School - R. K. Puram
English, Hindi, French
Github Skills (4)
expressjs7
nodejs5
javascript4
dashboard4
Programming languages (1)
Github contributions (5)
ashvin-verma/shortlink-project
Jun 2019 - Jul 2020
Shortlinker written in express, complete with dashboard for adding links
Contributions:25 commits, 11 pushes, 2 branches in 1 year 1 month
expressjsjavascriptexpressnodejslinks
ashvin-verma/ashvin-verma.github.io
May 2016 - Aug 2019
Contributions:20 pushes, 2 branches in 3 years 4 months
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