Rehan Guha
Principal Data Scientist (Senior Manager)
Pune District, Maharashtra, India
Summary
👤
Senior🎓
Top SchoolRehan Guha is a Principal Data Scientist and technical manager with 10 years of experience building revenue-impacting ML systems at product companies, currently leading ML initiatives at Vodafone. He combines hands-on research in optimization, GenAI, explainable AI and imbalance classification with operationalizing large-scale deployments—architecting solutions to manage 30,000+ models for a single use case. Rehan has a track record of practical innovation, from saving ~2M EUR with an Arduino-based hardware scanning system to contributing a learning-rate-free optimizer to TensorFlow Addons. He is also a published author of "Machine Learning Cookbook with Python," an NSF CPS Challenge participant, and a frequent workshop speaker, blending academic rigor with product-focused delivery. Based in Pune, he brings both deep technical contributions and proven cross-border collaboration experience (onsite work in Luxembourg) to complex ML problems.
10 years of coding experience
5 years of employment as a software developer
All India Senior School Certificate Examination Computer Science, All India Senior School Certificate Examination Computer Science at Delhi Public School, Ruby ParkBachelor of Computer Application Computer Science, Bachelor of Computer Application Computer Science at Institute of Engineering & Management, KolkataDeep Learning (AICTE approved FDP course) Computer Science, Deep Learning (AICTE approved FDP course) Computer Science at Indian Institute of Technology, Kharagpur
English, Hindi, Bengali
Stackoverflow
1reputation
0reached
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Github Skills (116)
python10
image-processing10
deep-learning10
statistics10
ml10
neural-network10
tensorflow-addons10
tensorflow10
leaf10
eagle10
machine-learning10
deep-neural-networks10
overleaf9
latex9
computer-vision9
Programming languages (14)
Github contributions (5)
rehanguha/rehanguha.github.io
Feb 2019 - Mar 2026
Personal Blog :: rehanguha.github.io
Contributions:12 PRs, 191 pushes, 10 branches in 7 years 2 months
react
rehanguha/brisque
Mar 2019 - Oct 2022
Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)
Contributions:28 releases, 44 commits, 5 PRs in 3 years 7 months
blindpythonbrisquespatialeagle
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