Varun Gohil

Hi! I am a Ph.D. student at MIT CSAIL working with Prof. Christina Delimitrou. My work focuses on developing reusable mechanisms/recipes that enable safe and efficient integration of machine learning into computer systems.

My current focus is on:

• Improving resiliency of ML-driven computer systems using uncertainty estimation.
• Synthesizing novel and interpretable heuristics for managing computer systems using LLM-based discovery.

I earned my Master’s at MIT, where I developed a frequency-aware request scheduler for microservices by modifying the Thrift RPC framework. I completed my undergraduate studies at IIT Gandhinagar, during which I worked on approximate computing, memory systems, and hardware for autonomous vehicles with Profs. Manu Awasthi, Joycee Mekie and Rajeev Balasubramonian.

I maintain ml-for-systems.github.io to track ML-for-Systems papers in top-tier systems venues.