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 on compilers and systems for machine learning. I am passionate about designing easy-to-use compiler systems for compute-efficient deep learning at the edge. I build compiler and runtime systems for end-to-end accuracy-aware optimization. These systems significantly improve the performance and energy usage of deep learning workloads by systematically trading off small amounts of computational accuracy, often without impacting the end-to-end task quality. I also take an interest in designing software debloating frameworks that reduce code size by specializing software programs for user-specified constant configuration settings.

Research Statement     Teaching Statement