Sivaramakrishnan Subramanian
Perception @ Zoox | Computer Vision @ CMU, RI | Past: Waymo, OpenMined
- Role
- Software Engineer at Zoox
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Sivaramakrishnan Subramanian
Working on large-scale foundational models to bring step function improvement to self-driving vehicles at Zoox. I was a graduate student studying Computer vision and Machine learning at the Robotics Institute, CMU. Last summer, I worked with Waymo\'s Perception and Research teams, working on large Vision Language Models to solve the long-tail edge scenarios. I\'m broadly interested in problems at the heart of perception, image synthesis, multi-modal learning, and all things machine intelligence.Before grad school, I led the India DS team in the R&D Div. at App Orchid Inc, a Fast500 AI company in the utilities and energy industry. My work was skewed towards Document Representation Learning (DRL) and Semantic PDF understanding for financial doc cohorts i.e. extracting document metadata from legalese docs using DL & vision techniques. My previous work and publications run the gamut from electrical motor design and applied statistical analysis to industrial machine vision. Feel free to DM via Linkedin or krishnansr [dot] siva [at] gmail [dot] com
Experience
Software Engineer
Feb 2024 — Present · San Francisco, CA, US
Foundation models for autonomous driving | Zoox PerceptionUsing multimodal ML to help cars perceive everything, everywhere, all at once.
Education
Zion Matriculation Higher Secondary School
High School, HSC
2012 — 2014
Carnegie Mellon University
Master's degree, Computer Vision
SSN College of Engineering
Bachelors Degree, Electrical Engg
2014 — 2018
Boaz Public School - India
Secondary School, SSC
2010 — 2012
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