Nirat Saini
Software Engineer at Waymo
California, United States
Summary
👤
Senior🎓
Top SchoolNirat Saini is a software engineer and recent PhD graduate from the University of Maryland, now applying his 8 years of experience to production ML systems at Waymo in the San Francisco Bay Area. His research and applied work bridge computer vision, video understanding, and generative AI, with specific strengths in compositional zero-shot learning, weakly supervised action learning from video, and using knowledge graphs for few-shot tasks. He has a track record of designing end-to-end solutions—from sensor-driven mental-state models to auction-based spectrum allocation algorithms—and brings a systems-minded approach to research problems. Comfortable moving between research and production, he’s interned at Cruise and Affectiva and has experience translating academic ideas into real-world prototypes. Colleagues rely on him for holistic problem solving that pairs algorithmic creativity with pragmatic engineering.
8 years of coding experience
The University of Maryland, College ParkMaster of Technology (M.Tech.) (Integrated), Computer Science, Master of Technology (M.Tech.) (Integrated), Computer Science at Dayalbagh Educational Institute, AgraMaster of Science (M.Sc.) (Integrated), Computer Science (specialization in Computer Networks), Master of Science (M.Sc.) (Integrated), Computer Science (specialization in Computer Networks) at Dayalbagh Educational Institute
English, Hindi, French, Punjabi
Github Skills (15)
deep-learning6
backbone6
tensorflow6
temporal5
visual-recognition4
re-identification4
action-recognition4
computer-vision3
pyramid3
video-understanding3
evaluation3
openmmlab2
object-detection2
pytorch2
epic1
Programming languages (1)
Github contributions (5)
nirat1606/OADis
Mar 2022 - Aug 2022
Contributions:20 commits, 18 pushes, 1 branch in 4 months
ov-czsl/ov-czsl.github.io
Jun 2024 - Jul 2024
Contributions:13 pushes in 25 days
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