Debajyoti Sengupta
Postdoctoral Scientist at EPFL
Geneva, Geneva, Switzerland
Summary
👤
Senior🎓
Top SchoolDebajyoti Sengupta is a Postdoctoral Scientist at EPFL’s MIP:Lab with nine years of experience at the intersection of machine learning, physics, and astrophysics. He develops computational frameworks for generative AI and video analysis, linking visual dynamics to neural activity and pushing practical advances in score-based diffusion and transformer-based generative models. During his PhD at the University of Geneva he reduced generation compute by 10x while improving fidelity and built weakly supervised tagging methods that boosted astrophysical signal detection and dataset purity. His work spans GANs for calorimeter simulation to anomaly detection in stellar stream hunts, blending theoretical rigor with production-minded efficiency gains. Based in Geneva, he combines deep research credentials with hands-on model engineering and a knack for turning noisy, real-world scientific data into actionable insights. Off-hours he balances intense problem-solving with a reflective streak—“sometimes I sits and thinks, and sometimes I just sits”—suggesting a thoughtful, observant approach to complex challenges.
9 years of coding experience
Bachelor of Science (B.Sc.), Bachelor of Science (B.Sc.) at Scottish Church CollegeJunior school, Junior school at D.A.V public school, GuaMaster of Science - MS, Master of Science - MS at University of CalcuttaB.D.M. InternationalDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at University of Geneva
Github Skills (45)
devcontainer8
remote-development8
docker-container7
ssh7
docker7
vscode6
attention-mechanism6
vscode-extension6
visual-studio5
text-to-image5
visual-studio-code5
data-mesh4
deep-learning3
gis3
python3
Programming languages (5)
Github contributions (5)
DebajyotiS/DebajyotiS.github.io
Jun 2020 - Nov 2023
Contributions:43 pushes, 1 branch in 3 years 6 months
DebajyotiS/Python_Projects
Apr 2017 - Nov 2019
Contributions:31 commits, 27 pushes, 1 branch in 2 years 6 months
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