I am a fifth year PhD student in the Machine Learning Department at CMU, advised by Prof. Virginia Smith. I am broadly interested in the areas of machine learning (ML), optimization and systems.
My research focus is on developing algorithms that can make ML more resource efficient, allowing us to, for instance, (a) run ML inference on tiny microcontrollers, (b) run one-shot clustering on federated device networks, and (c) improve inference latency for cloud inference settings.
In Summer '21, I was an intern working with Kazuhito Koishida at Microsoft Redmond. Prior to starting grad-school, I spent two wonderful years as a Research Fellow at Microsoft Research India, working with Prateek Jain and Harsha Simhadri. I did my undergraduate at Indian Institute of Technology, Patna.