Shreyas Chaudhari
Graduate Teaching Assistant
Amherst, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolShreyas Chaudhari is a PhD candidate and research-focused software engineer with nine years of experience applying reinforcement learning and deep learning across search-ranking, autonomous driving, and finance. He combines academic rigor from UMass Amherst and CMU with hands-on production impact at Uber and internships at Waymo, Adobe, Amazon, and Goldman Sachs, shipping models for autocomplete ranking, calibration for perception systems, and distributional off-policy estimators for recommendations. His work spans from theoretical contributions in optimization and energy-delay tradeoffs to end-to-end engineering that productionized co-ranking and supply-chain RL prototypes. Comfortable teaching graduate ML courses, he bridges mentorship, research, and product development, and is known for translating complex RL methods into practical, deployable systems. An under-the-radar strength is his breadth across domains—communications, finance, mapping, and autonomous systems—enabling cross-pollination of ideas that improve robustness and offline evaluation.
9 years of coding experience
3 years of employment as a software developer
Indian Institute of Technology MadrasDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Massachusetts AmherstMaster's degree Electrical and Computer Engineering, Master's degree Electrical and Computer Engineering at Carnegie Mellon University
English, Hindi, Marathi, German
Github Skills (17)
segmentation9
collaborative-filtering9
visual-recognition9
recommender8
face-detection8
face-recognition8
recommender-system8
survey8
deep-learning7
computer-vision7
object-detection7
deep-reinforcement-learning6
reinforcement-learning6
machine-learning5
recommendation-system5
Programming languages (2)
Github contributions (5)
shreyasc-13/correlated_bandits
Mar 2021 - Jun 2021
Code for the paper Multi-Armed Bandits with Correlated Arms
Contributions:5 commits, 2 PRs, 4 pushes in 2 months
multi-armed-banditsreinforcement-learningmachine-learningbanditsarms
shreyasc-13/SUnO
Dec 2023 - Oct 2024
Contributions:1 branch in 9 months
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