Sudipta Pathak
Software Development Engineer II at Amazon Web Services (AWS)
New Jersey, United States
Summary
👤
Senior🎓
Top SchoolSudipta Pathak is a software engineer with 11 years of experience specializing in distributed systems, big data, and machine learning infrastructure, currently contributing to AWS as a Software Development Engineer II. His background spans industry and research roles—from Bloomberg and Siemens to PhD-level research at the University of Connecticut—where he developed novel ML algorithms for recommendation, biological sequence mining, and CAD/CAM generative design. He has a track record of turning research prototypes into scalable solutions, such as GPU-accelerated deep learning for smart water networks and compression of biological sequencing data using neural predictors. Based in New Jersey, Sudipta blends strong backend and systems engineering skills with applied ML know-how, making him adept at building production-ready ML infra that bridges algorithmic innovation and operational reliability.
11 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computer Engineering, Doctor of Philosophy (Ph.D.), Computer Engineering at University of ConnecticutBachelor of Technology (B.Tech.), Computer Engineering, Bachelor of Technology (B.Tech.), Computer Engineering at West Bengal University of Technology
English
Github Skills (14)
deep-learning8
machine-learning8
python8
gpu8
neural-network6
acceleration6
tensorflow6
gpu-acceleration6
numpy5
java3
tensor3
autograd2
least-squares2
deep-neural-networks1
Programming languages (2)
Github contributions (5)
sudiptap/KronRLSMKLStacking
Apr 2017 - Apr 2018
Contributions:15 pushes, 1 branch in 1 year
multiple-kernelskernelsstackingleast-squares
sudiptap/algods
Oct 2024 - Jan 2025
Contributions:28 pushes in 3 months
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