Sudeep Pillai
Co-Founder CEO at South Park Commons
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolSudeep Pillai is a founder-CEO and machine learning engineer with 13 years of experience building production-grade perception systems and multimodal AI infrastructure, currently leading VLM Run to create a unified gateway for Visual LLMs. He previously led ML Engineering at Toyota Research Institute, shipping self-supervised and SLAM-aware models into an L4 autonomous vehicle fleet and operationalizing high-stakes MLOps. Sudeep holds a PhD from MIT where his thesis advanced monocular SLAM-supported 3D recognition, self-supervised ego-motion, and place recognition—work that has informed both academic publications and deployed autonomy stacks. He combines deep research pedigree with hands-on systems engineering from real-time motion capture to fleet-scale model deployment, enabling a rare end-to-end perspective from sensors to service. Based in Palo Alto, he’s active in founder communities (South Park Commons, On Deck) and brings a pattern of turning large-scale, geometry-rich data into robust, deployable visual intelligence. A less obvious strength is his continuity across academia, industrial research, and startup execution, which helps him bridge novel algorithms to reliable production systems.
13 years of coding experience
6 years of employment as a software developer
Summer Sessions, Summer Sessions at University of California, BerkeleyDoctor of Philosophy (Ph.D.) Computer Science (ML/CV/Robotics), Doctor of Philosophy (Ph.D.) Computer Science (ML/CV/Robotics) at Massachusetts Institute of TechnologyB.S. Mechanical Engineering, B.S. Mechanical Engineering at University of MichiganHigh school diploma, High school diploma at Sharjah Indian School
Github Skills (96)
transformers10
json-schema10
python10
deep-learning10
gpu10
gemma10
glm10
robotics10
atlas10
multimodal10
validation10
audio10
computer-vision10
transformer10
nlp10
Programming languages (6)
Github contributions (5)
vlm-run/vlmrun-hub
Jan 2025 - Dec 2025
A hub for various industry-specific schemas to be used with VLMs.
Contributions:21 reviews, 47 PRs, 40 pushes in 11 months
aicomputer-visionetlgenaijson
spillai/spillai
Jul 2020 - Feb 2025
Contributions:15 pushes, 1 branch in 4 years 7 months
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