Deep Pandey
Applied Scientist at Amazon
City of Rochester, New York, United States
Summary
👤
Senior🎓
Top SchoolDeep Pandey is an applied scientist with nine years of experience combining deep learning research and product-focused ML, currently joining Amazon to build recommendation systems for Fire TV. A sixth-year PhD from Rochester Institute of Technology, his dissertation on uncertainty-aware meta-learning targets trustworthy few-shot learning and has led to first-author publications at NeurIPS, ICML, CVPR, and AAAI. He has a track record of translating research into impact—internships at Amazon and InterDigital improved recommendation coverage and image restoration quality, respectively, and contributed to a patent filing. Comfortable spanning novel probabilistic modeling, meta-learning, and production recommendation pipelines, he focuses on models that quantify uncertainty to enable safer real-world deployment.
9 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Computing and Information Sciences, Doctor of Philosophy - PhD Computing and Information Sciences at Rochester Institute of TechnologyBachelor's degree Electrical Electronics and Communications Engineering, Bachelor's degree Electrical Electronics and Communications Engineering at Pulchowk Campus
Stackoverflow
150reputation
8kreached
4answers
3questions
Github Skills (64)
responsive10
github-pages10
jekyll10
jekyll-theme10
python9
learn2learn9
maml9
machine-learning9
ranking9
gpu9
deep-learning9
react8
gpu-acceleration8
science8
tensorflow8
Programming languages (4)
Github contributions (5)
pandeydeep9/ECNP
Jan 2022 - Nov 2022
Contributions:10 commits, 3 pushes in 10 months
pandeydeep9/pandeydeep9
Oct 2022 - Oct 2024
Contributions:2 pushes, 1 branch in 2 years
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