Soham Basu
Doctoral Researcher at University of Tübingen
Tübingen, Baden-Württemberg, Germany
Summary
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Senior🎓
Top SchoolSoham Basu is a doctoral researcher in machine learning with nine years of hands-on experience building and benchmarking deep learning and hyperparameter optimization (HPO) tools. He developed PriMO, a prior-informed multi-objective HPO algorithm that achieved state-of-the-art results across DL benchmarks, and contributed extensible packages (hposuite, hpoglue, NePS, carp-s) to enable large-scale HPO evaluation. His background spans medical image analysis, computer vision, and practical ML systems, from X-ray/retina diagnostics to image denoising and super-resolution implementations. Based in Freiburg and now at the University of Tübingen for PhD work, he blends rigorous research with reproducible engineering and a knack for turning expert intuition into scalable optimization software. An early technical leader in web and ad operations, he brings interdisciplinary pragmatism—combining model-centric research with production-aware tooling.
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Embedded Systems Engineering, Master of Science - MS, Embedded Systems Engineering at The University of FreiburgDoctor of Philosophy, Machine Learning for Science, Doctor of Philosophy, Machine Learning for Science at University of TübingenBachelor of Technology - BTech, Electronics and Communications Engineering, Bachelor of Technology - BTech, Electronics and Communications Engineering at Heritage Institute of TechnologyIndian School Certificate (ISC) - CISCE, Science, Indian School Certificate (ISC) - CISCE, Science at The Frank Anthony Public School, Kolkata
English, Bengali, Hindi, German
Github Skills (14)
convolutional-neural-networks10
segmentation10
neural-architecture-search9
automl9
feature-extraction9
medical-imaging9
deep-learning8
hyperparameter-optimization8
benchmarking6
hyperparameters6
machine-learning4
optimization4
algorithms3
automated-machine-learning2
Programming languages (4)
Github contributions (5)
Sohambasu07/HPO_Suite
Oct 2023 - Nov 2024
Contributions:1 review, 6 PRs, 67 pushes in 1 year
automl/hposuite
Nov 2024 - Nov 2025
A lightweight framework for benchmarking HPO algorithms
Contributions:14 PRs, 159 pushes, 10 branches in 1 year
benchmarkingautomlhpohyperparameter-optimizationoptimization
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