Received IIT Madras’s Young Alumni Achiever Award.
IIT Madras recognized his work across AI research, product innovation, and building systems for source-backed information access.

AI researcher and entrepreneur
PHOTO: Kimberly White / TechCrunch / Wikimedia Commons · CC BY 2.0 ↗IIT Madras recognized his work across AI research, product innovation, and building systems for source-backed information access.
The product was designed to answer questions with citations, source attribution, and a path for readers to verify what they found.
His doctoral work connected machine learning research with hands-on engineering. He then spent a year at OpenAI before starting a company.
The open research system used contrastive learning and improved sample efficiency across DeepMind Control Suite and Atari benchmarks.
The research embedded differentiable planning inside a goal-directed policy and learned representations that could help an agent reach new visual goals.
While at IIT Madras, he moved into machine learning research and worked on reinforcement learning projects despite not switching into computer science.