Saumya Rawat
Staff AI Engineer at Arm
College Park, Maryland, United States
Summary
👤
Senior🎓
Top SchoolSaumya Rawat is a Staff AI Engineer with 11 years of experience building production ML and computer vision systems, currently leading AI work at Arm after roles at AWS Neuron/Annapurna Labs and Amazon One. He holds a Master’s in Computer Science from University of Maryland and began his research trajectory under Prof. Rama Chellappa and at IIIT Hyderabad’s CVIT, focusing on object detection and 3D semantic segmentation. His background spans end-to-end ML delivery—from improving inference generality and deployment at scale to novel 3D point-cloud segmentation that boosted mIoU by over 50% during a Magic Leap internship. Comfortable in both research and product settings, he has shipped ML features across mobile, cloud, and embedded stacks and taught systems courses as a TA. Notably, his early work includes an OCR and mental-health prototype and a recommender system that tackled sparsity to raise accuracy by 78%, illustrating a practical knack for translating research into measurable impact.
11 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at International Institute of Information Technology Hyderabad (IIITH)Master's degree, Computer Science, Master's degree, Computer Science at University of MarylandSenior Secondary, Computer Science, Senior Secondary, Computer Science at Abu Dhabi Indian School
Github Skills (32)
socket-io10
javascript10
react-native10
web-application10
electron10
python10
websocket10
chat10
zulip10
slack10
collaboration10
apache9
sky9
typescript9
nodejs9
Programming languages (2)
Github contributions (5)
SaumyaRawat/Semantic-Aware-Colour-Transfer
Oct 2016 - Nov 2018
Contributions:35 commits, 5 PRs, 22 pushes in 2 years 1 month
replacementskysemantic
SaumyaRawat/Arch-Scripts
May 2016 - Apr 2019
Contributions:5 pushes, 1 branch in 3 years
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