Pulak Purkait
Applied Science Manager at Amazon
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolPulak Purkait is an Applied Science Manager based in Melbourne with 11 years of experience bridging academic research and production ML systems, specializing in computer vision, 3D geometry, and image restoration. After a PhD from the Indian Statistical Institute, he advanced robust global-optimization and motion-segmentation methods in academia and applied those foundations to autonomous driving and robotics at Toshiba and multiple universities. At Amazon he progressed from building QA and catalog-quality vision models to leading a team of computer vision scientists driving catalog and Fresh produce automation. Pulak combines deep theoretical knowledge (robust statistics, rotation averaging, SLAM) with hands-on deployment of autonomous ML models at scale. He is known for translating elegant multi-view geometry research into practical systems that improve real-world perception pipelines.
11 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Indian Statistical Institute, Kolkata
Github Skills (8)
python9
machine-learning9
deep-learning8
tensorflow8
data-science7
neural-network7
ml5
deep-neural-networks5
Programming languages (1)
Github contributions (5)
pulak09/NeuRoRA
Dec 2019 - Sep 2020
Contributions:33 commits, 31 pushes, 1 comment in 9 months
pulak09/ASTAR
Dec 2019 - Feb 2020
Contributions:6 commits, 5 pushes, 1 branch in 1 month
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