Nishanth Kumar

AI Research Scientist at Meta

Cambridge, Massachusetts, United States
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Summary

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Senior
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Top School
Nishanth Kumar is a PhD student researcher at MIT CSAIL focused on AI, ML, and robotics, with over a decade of experience bridging research and engineering. He has interned at leading labs including Meta FAIR, NVIDIA, and The AI Institute, contributing to VLM planning, autonomous self-improvement for agents, and robot manipulation systems that combine vision-language models with planning. His work spans publishing and practical system-building—examples include contributions to PGMax and CoRL-accepted active learning research—and emphasizes test-time search and scalable planning for embodied agents. Based in Cambridge, MA, he pairs rigorous academic training (PhD/MS at MIT; BS from Brown) with hands-on product-oriented research experience. A less obvious strength is his early teaching and program-development background, which informs clear communication of complex ideas across research and engineering teams.
code11 years of coding experience
job1 year of employment as a software developer
bookDoctor of Philosophy - PhD, AI/ML/Robotics, Doctor of Philosophy - PhD, AI/ML/Robotics at Massachusetts Institute of Technology
bookBachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Brown University
bookHigh School, International Baccalaureate Diploma Programme, High School, International Baccalaureate Diploma Programme at The Indian Public School
languagesEnglish, Tamil, French
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Stackoverflow

Stats
87reputation
8kreached
0answers
3questions
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Github Skills (55)

laravel10
mdp9
jekyll9
python8
agent8
parameterized8
reinforcement-learning8
jekyll-theme8
belief-propagation8
github-pages8
backend7
ros7
xla7
unity-game-engine6
jax6

Programming languages (11)

C#DockerfileC++CTeXJavaScriptPDDLHTML

Github contributions (5)

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GitHub repo for my personal website: https://nishanthjkumar.com
Contributions:13 PRs, 192 pushes, 14 branches in 6 years 3 months
Learning Deep Parameterized Skills from Demonstration for Re-targetable Visuomotor Control
Contributions:44 commits, 11 pushes, 1 branch in 9 months
deep-learningpytorchparameterizedimitation-learning
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