About Me

I am a PhD student at MIT Media Lab supervised by Prof. Ramesh Raskar. My research makes theoretical advances in multi-agent AI, decentralized computation, and machine learning. My work has been published in leading venues like AAMAS, CVPR, and BMJ, received multiple best paper awards, resulted in 25 patents and and has been deployed across several countries. Prior to MIT, I was a scientist at Adobe where I received the Outstanding Young Engineer Award for my work on collaborative machine learning. To learn more about my research:

• General Overview - Accessible introduction to my research
• Publication Summary (Technical) - Detailed overview of my peer-reviewed contributions
• Future Perspectives - The future of agentic systems
• Talk Abstract - Blurb for invited talks and presentations

Research Overview

I develop Large Population Models , a new computational framework that enables simulating and understanding how millions of individual decisions combine to shape societal outcomes. While current AI focuses on creating sophisticated "digital humans", my research builds "digital societies" where we observe how collective behaviors emerge from their complex interactions. LPMs overcome limitations of traditional approaches through three key innovations: