Paul Bertin
Co-fondateur
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolPaul Bertin is a co-founder and PhD candidate at Mila specializing in machine learning for drug discovery, with nine years of experience bridging academic research and startup execution. He leads development of lab-in-the-loop methods for guiding drug combination screens that were prospectively validated on cancer cell lines and now focuses on genome-scale structured models of cell dynamics from single-cell transcriptomics. His background spans top French institutions (École Polytechnique, ENS Paris-Saclay) and international research internships, blending rigorous applied mathematics with deep learning. Based in Montreal, he translates mechanistic biological questions into scalable ML models and experimental pipelines, uniquely combining hands-on assay validation with theoretical model design.
9 years of coding experience
1 year of employment as a software developer
Master 2 (M2) Mathématiques appliquées, Master 2 (M2) Mathématiques appliquées at ENS Paris-SaclayPreparatory courses MPSI - PSI*, Preparatory courses MPSI - PSI* at Lycée Louis-le-GrandBaccalauréat (High School Diploma), Baccalauréat (High School Diploma) at Buffon High School, Paris, FranceDoctor of Philosophy - PhD Machine Learning, Doctor of Philosophy - PhD Machine Learning at Mila - Quebec Artificial Intelligence InstituteMaster of Science (M.S.) Computer Science, Master of Science (M.S.) Computer Science at École Polytechnique
French, English, Spanish, Japanese
Github Skills (8)
gene-expression10
combinations10
interaction9
active-learning8
simulator7
simulation7
deep-learning6
machine-learning6
Programming languages (1)
Github contributions (5)
Bertinus/ChestXrays
Oct 2018 - Sep 2019
Contributions:126 commits, 2 PRs, 101 pushes in 11 months
RECOVERcoalition/Recover
Dec 2020 - Dec 2022
Exploring the space of drug combinations to discover synergistic drugs using Active Learning
Contributions:19 commits, 4 PRs, 17 pushes in 2 years
discoverdrugsactive-learningdeep-learningcombinations
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