David Bertoin
ML Applied Scientist at Photoroom
Toulouse, Occitania, France
Summary
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Rockstar🎓
Top SchoolDavid Bertoin is an ML Applied Scientist and researcher with eight years of experience bridging academic reinforcement learning research and industrial AI products from Toulouse. He holds a PhD in Reinforcement Learning from ISAE-SUPAERO and advanced degrees from École Polytechnique and UPMC, and has transitioned research into production roles at IRT AESE, ANITI, and now Photoroom. His work spans reinforcement learning, deep learning and applied data science, with a track record of moving between research leadership as a Research Associate Professor and hands-on model development in commercial settings. Comfortable in both lab and product teams, he often tackles problems that require rigorous theoretical grounding plus pragmatic engineering to deploy robust ML systems. An under-the-radar strength is his ongoing engagement with regional AI ecosystems in Toulouse, combining academic mentoring with industry collaboration.
8 years of coding experience
12 years of employment as a software developer
Master Datascience, Mathematics and Computer Science, Master Datascience, Mathematics and Computer Science at École PolytechniqueMaster Mathematiques et applications, Mathématiques et Informatique, Master Mathematiques et applications, Mathématiques et Informatique at Université Pierre et Marie CurieDoctor of Philosophy - PhD, Reinforcement Learning, Doctor of Philosophy - PhD, Reinforcement Learning at ISAE-SUPAERO
Spanish, angais, French
Github Skills (40)
pytorch10
artificial-intelligence10
scikitlearn-machine-learning10
data-science10
diffusion-models10
statistics10
git-repository10
stable-diffusion10
des10
diffusers10
text2image10
audio10
deep-learning10
image-generation10
flux10
Programming languages (4)
Github contributions (5)
wikistat/AI-Frameworks
Dec 2020 - Dec 2022
Science des Données Saison 5: Technologies pour l'apprentissage automatique / statistique de données massives et l'Intelligence Artificielle
Contributions:169 commits, 5 PRs, 136 pushes in 2 years
apprentissage-machineuse-casespythonstatisticsscience
SuReLI/SGQN
Oct 2022 - Dec 2022
Contributions:4 commits, 2 pushes, 1 branch in 2 months
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