Neehar Peri

Postdoctoral Researcher at Caltech

New York City Metropolitan Area United States
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Summary

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Neehar Peri is a postdoctoral researcher at Caltech with eight years of research experience bridging robotics, computer vision, and multi-modal learning, following a PhD from CMU's Robotics Institute. His work spans vision-language action models, video diffusion for interactive simulators, 3D object detection, multi-object tracking, and policy learning with depth/force/tactile modalities—often translating research into faster, production-ready systems (e.g., a GNN tracker achieving 10x speedup and +5% HOTA). He has interned at leading labs including NVIDIA, Argo AI, and RAI Institute, and has hands-on experience benchmarking SLAM/SfM and building robust multi-spectral face verification pipelines. Based in the NYC area, Neehar combines rigorous theoretical grounding with measurable system improvements and a track record of inventing novel evaluation metrics and representations that close the gap between embodied perception research and deployed robotics.
code8 years of coding experience
job6 years of employment as a software developer
bookBachelor of Science - BS, Computer Engineering, Bachelor of Science - BS, Computer Engineering at University of Maryland
bookDoctor of Philosophy - PhD, Robotics, Doctor of Philosophy - PhD, Robotics at Carnegie Mellon University
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Github Skills (17)

3d-object-detection10
autonomous-vehicles9
autonomous-driving9
benchmark7
lidar7
computer-vision6
object-detection5
deep-learning5
annotations5
pytorch5
active-learning4
point-cloud4
react2
nodejs2
realtime1

Programming languages (4)

CSSJavaScriptHTMLPython

Github contributions (5)

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neeharperi/DeepKNNDefense

Jan 2020 - Sep 2021

Contributions:9 commits, 26 pushes, 1 branch in 1 year 8 months
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:201 pushes, 2 branches in 4 years 9 months
templategithub-pages-templatemmistakesmistakesjekyll
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Neehar Peri - Postdoctoral Researcher at Caltech