Souradip Chakraborty
Postdoctoral Researcher at NTPC - National Thermal Power Corporation Limited
Hyattsville, Maryland, United States
Summary
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Senior🎓
Top SchoolSouradip Chakraborty is a PhD student and research intern specializing in robustness, uncertainty, and generalizability of deep reinforcement learning, with eight years of industry and research experience spanning Walmart Labs, Chase, ANZ, and Google. He combines a strong applied background in explainability, de-biasing, and neural information retrieval with hands-on work in multiagent LLM alignment and provable inference-time guarantees. His contributions range from production-focused solutions for recommendation and search to theoretical and empirical work on RL robustness, underscored by a provisional patent on non-convex optimization from his Walmart work. A former Google Developer Expert in Machine Learning and frequent conference speaker, he blends academic rigor with practical impact and cross-disciplinary fluency in statistics, time-series, and computer vision. Based in Bengaluru, he brings a rare mix of deep engineering, research pedigree, and experience shipping ML systems at scale.
8 years of coding experience
4 years of employment as a software developer
High School, High School at Nava Nalanda High SchoolBachelor of Engineering - BE, Instrumentation and Electronics Engineering, Bachelor of Engineering - BE, Instrumentation and Electronics Engineering at Jadavpur UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of MarylandMaster’s Degree, Data Science and Quality Management Science, Master’s Degree, Data Science and Quality Management Science at Indian Statistical Institute, Kolkata
English, Bengali, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (23)
contrastive-learning10
keras-tensorflow9
self-supervised-learning9
clustering9
visual-recognition8
nlp5
computer-vision5
natural-language-processing5
gymnasium5
classification5
grid-world5
pytorch5
multimodal4
deep-learning4
keras3
Programming languages (2)
Github contributions (5)
souradip-chakraborty/Soura_Codes
Jun 2018 - May 2020
Contributions:45 commits, 52 pushes, 1 branch in 1 year 11 months
souradip-chakraborty/souradip-chakraborty.github.io
Sep 2019 - Mar 2022
Contributions:24 pushes, 1 branch in 2 years 5 months
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