Sid Roy
Senior Research Scientist (Deep Learning LLMs) at Protopia AI
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolSid Roy is a Senior Research Scientist specializing in deep learning and LLMs, currently advancing ML research at Protopia AI after building federated, privacy-preserving ML foundations as Principal ML Engineer at Devron. He holds a Ph.D. in Computational Engineering and leverages a rare blend of applied research and production engineering—spanning synthetic microstructure GANs, small-data surrogate models, and end-to-end CV systems—to tackle sensitive-data problems for startups and DoD projects. Over seven years of experience, Sid has published in top venues and translated academic innovations into deployable products, including a federated ML product securing enterprise data. Based in New York, he combines hands-on model development with systems thinking and a practical focus on privacy, often applying transfer learning and probabilistic surrogates to make physics-informed predictions from limited data.
6 years of coding experience
12 years of employment as a software developer
Bachelor of Technology (B.Tech.) Mechanical Engineering, Bachelor of Technology (B.Tech.) Mechanical Engineering at Siksha 'O' Anusandhan UniversityKendriya Vidyalaya SangathanDoctor of Philosophy (Ph.D.) Computational Engineering, Doctor of Philosophy (Ph.D.) Computational Engineering at University of Iowa
English, Bengali, Hindi, Odia
Github Skills (71)
python10
deep-learning10
statistics10
hyperparameter-tuning10
transformer10
nlp10
data-science10
tensorflow10
natural-language-processing10
data-analysis10
pytorch10
machine-learning10
keras10
speech-recognition10
mlflow9
Programming languages (4)
Github contributions (5)
sidhartha-roy/2D-views-to-3D-Objects
Jan 2020 - Mar 2020
Generation of 3D objects from 2D images
Contributions:41 commits, 40 pushes, 3 branches in 2 months
3d-objects
sidhartha-roy/ml-algo-scratch
Jun 2020 - Apr 2023
A few ML algorithms coded from scratch for better understanding
Contributions:5 PRs, 5 pushes, 2 branches in 2 years 10 months
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