My research interests span both theoretical and applied aspects of Quantum Computing & Artificial Intelligence (AI)/Machine Learning (ML)/Deep Learning (DL). Current focus is on applications in Computational Biology and Healthcare (with an emphasis on protein and drug design), Weather modeling, Material synthesis,  LLMs, and Computer Vision. See https://people.csail.mit.edu/vgarg/ for details and publications.

We collaborate widely with academic and industrial experts. In the last few years, I've worked closely with several amazing researchers:

List of collaborators

Tommi Jaakkola: PhD supervisor (MIT)
Cynthia Rudin: SM supervisor (now at Duke University)
Raquel Urtasun:  MS supervisor (now at University of Toronto/Waabi)
Regina Barzilay and Stefanie Jegelka (MIT)
Adam Kalai and David Alvarez-Melis (Microsoft Research New England)
Steven Wu (CMU)
Katrina Ligett (Hebrew University and Caltech)
John Ingraham (now at Generate Biomedicines)
Inderjit Dhillon and Hsiang-Fu Yu (Amazon Research)
Lin Xiao (now at Facebook AI Research)
Ofer Dekel (Microsoft Research Redmond) 
Sukrit Shankar and Roberto Cipolla (University of Cambridge)
Risi Kondor (University of Chicago)
John Lafferty (now at Yale)

I'm also Co-Founder and Chief Scientist at YaiYai Oy, a company that provides cutting-edge AI-powered software.

Two decades of experience in research, teaching, engineering, product development, and supply chain management including stints at leading academic institutes, business schools, and companies such as Amazon Search (A9), Microsoft Research, and IBM Research. Also, Energy Fellow at MIT as well as an active research member of the Machine Learning for Pharmaceutical Discovery and Synthesis Symposium  (https://mlpds.mit.edu/) 

Some recent innovations have led to advances in diverse domains such as protein design,  physics-informed weather modeling, multi-attribute visual search, fast inference on IoT devices such as smartphones, query recommendation and auto-completion for e-commerce platforms, drug discovery, strategic decision making in multi-agent systems, global supply chain dynamics, and design of smart grids and next generation wireless systems.

Multiple patents and publications at premier venues in AI, ML, NLP, Computer Vision, Automation, Energy, etc. (e.g., NeurIPS, ICML, CVPR, AISTATS, UAI, AAAI, IJCAI, TKDE, CIKM, e-Energy, and SmartGridComm).