About me

I am a postdoctoral researcher in computer science at the University of Illinois at Urbana-Champaign working with Vikram Adve and Sasa Misailovic in the HPVM group. In April 2021, I completed my PhD from the CS department at the University of Illinois at Urbana-Champaign, advised by Vikram Adve.

I work in the areas of compilers and program analysis. I build compiler and runtime systems for end-to-end accuracy-aware optimization of tensor-based programs. I work on techniques that improve the energy-efficiency and performance of software programs by using accuracy-aware optimizations that trade off small amounts of computational accuracy in exchange for significant performance improvements. A major focus of my work is on developing easy-to-use systems for compute-efficient deep learning at the edge. My earlier work focuses on static analysis techniques for code size reduction via software specialization.

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