Guillaume Balezo
PHD Student at Sanofi
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolGuillaume Balezo is a PhD student at Mines Paris-CBIO and Sanofi specializing in computer vision and AI for digital pathology, with eight years of hands-on experience bridging research and industry. He has driven applied projects at startups and industry—Keen Eye and Tribun Health—focusing on self-supervised learning, unsupervised/semisupervised segmentation, and whole-slide image similarity for histology. Comfortable moving models from research to product, he also ranked in the top 7% of the SIIM-ACR pneumothorax segmentation Kaggle competition, demonstrating strong practical skills in medical image segmentation. Trained across France’s top institutions (Mines Paris, Institut Polytechnique de Paris, Télécom Paris), he blends rigorous mathematical foundations with applied ML engineering in computational pathology. Notably, his work emphasizes adapting cutting-edge self-supervised methods to the unique scales and textures of histological slides, an underappreciated challenge in clinical AI.
8 years of coding experience
2 years of employment as a software developer
Bachelor’s degree Mathematics, Bachelor’s degree Mathematics at Lycée de la Borde BasseMaster of Science Artificial Intelligence, Master of Science Artificial Intelligence at Télécom ParisMaster of Science Computer Science and Mathematics, Master of Science Computer Science and Mathematics at Télécom SudParisDoctor of Philosophy - PhD Intelligence artificielle, Doctor of Philosophy - PhD Intelligence artificielle at Mines Paris - PSLMaster 2 Data Science Mathematics and Statistics, Master 2 Data Science Mathematics and Statistics at Institut Polytechnique de Paris
French, English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
prediction6
spacex6
satellite5
satellite-imagery4
python4
imagery4
machine-learning3
space3
binding3
image-processing3
cffi2
data-science2
pandas2
image-manipulation2
libvips1
Programming languages (2)
Github contributions (5)
GuillaumeBalezo/Pneumothorax-Segmentation
Sep 2019 - Feb 2020
Contributions:28 commits, 21 pushes, 1 branch in 5 months
GuillaumeBalezo/BigBrother
Mar 2018 - Oct 2019
Contributions:4 PRs, 32 pushes, 14 branches in 1 year 6 months
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