Technologist, thinker, innovator.
- TL;DR: Self-supervised visual intelligence in agents that learn from experience.
- High-impact ventures leveraging ML/CV technologies in autonomous systems
- Machine Learning, Computer Vision, Autonomous Vehicles/Robots etc
- Jan 2022 - Present: Co-founder / CEO, Building Visual AI Infrastructure @ VLM Run
- Jan 2020 - Mar 2021: Team Lead, Machine Learning Engineering @ Toyota Research Institute
- May 2019 - Jan 2020: Manager, Machine Learning @ Toyota Research Institute
- Oct 2017 - May 2019: Research Scientist @ Toyota Research Institute
- May 2014 - Aug 2014: Research Intern @ Mitsubishi Electric Research Laboratories
- May 2009 - May 2011: Computer Vision Developer @ PhaseSpace Motion Capture
- May 2008 - Aug 2008: R & D Engineer Intern @ Segway Inc.
- 2014 - 2017: Ph.D. in Computer Science @ CSAIL, MIT
- 2011 - 2014: S.M. in Computer Science @ CSAIL, MIT
- 2005 - 2008: B.S.E in Mechanical Engineering @ University of Michigan, Ann Arbor
- TWIMLcon 2021: MLOps for High-Stakes Environments
- ODSC West 2019: World-scale Deep Learning for Automated Driving
- Auto AI 2019: World-scale Deep Learning for Automated Driving
- NVIDIA GTC Silicon Valley 2019: Beyond Supervised Driving (jointly with Adrien Gaidon)
- RE·WORK Deep Learning Summit Boston 2018: Self-supervision in Mobile Robots in the Deep Learning Era
- Ask me about ML Infrastructure, Autonomous Vehicles, Computer Vision, SLAM
- Social media: Twitter, LinkedIn, Medium
- Other links: Personal Site, CV / Resume, Google Scholar
- Email: sudeep "dot" pillai "at" gmail "dot" com