Romain Egele
Senior Staff AI ML Engineer at PrimaLabs
Paris, Ile-de-France
Summary
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Rockstar🎓
Top SchoolRomain Egele is a Senior Staff AI/ML Engineer based in Paris with 11 years of experience building and optimizing large-scale machine learning systems for scientific and biomedical applications. He combines deep research experience—PhD-level work and multiple publications on distributed neural architecture and hyperparameter search—with hands-on HPC software engineering on leadership supercomputers (Theta/ThetaGPU) at Argonne and Oak Ridge. Romain has led development of the open-source DeepHyper package, driving distributed optimisation algorithms and parallel training workflows, and now applies that expertise to production AI/ML and biomedical data projects. A pragmatic "do-er" and team player, he pairs strong technical rigor (optimization, uncertainty estimation, parallel algorithms) with cultivated soft skills in organization and collaboration. Notably, his background spans both academic research and national-lab scale engineering, enabling him to translate novel ML methods into scalable, deployable systems.
11 years of coding experience
3 years of employment as a software developer
Doctorat, Intelligence artificielle, Doctorat, Intelligence artificielle at Université Paris-SaclayBrevet National de Sécurité et Sauvetage Aquatique (BNSSA), Secourisme, Brevet National de Sécurité et Sauvetage Aquatique (BNSSA), Secourisme at Fédération Française de Sécurité et SauvetageCambridge English Preliminary, English, Cambridge English Preliminary, English at OISE Language MasterclassBaccalauréat Scientifique (Spé. Informatics), Mathématiques, Baccalauréat Scientifique (Spé. Informatics), Mathématiques at Saint François de Sales High School (Troyes)Mathématiques et Physique., Mathématiques et Physique. at CPGE - Classes préparatoires aux grandes écolesMaster of Engineering, Computer Science & Applied Mathematics, Master of Engineering, Computer Science & Applied Mathematics at ENSEEIHTEntrepreneurship program, Entrepreneurship program at Les Entrep'Master of Science - MS, Artificial Intelligence and Advanced Visual Computing, Master of Science - MS, Artificial Intelligence and Advanced Visual Computing at École Polytechnique
French, English, Spanish, Japanese
Github Skills (183)
probabilistic-programming10
parallel10
python10
windows10
multiple-versions10
forge10
multi-objective-optimization10
hyperparameter-optimization10
mcmc10
mlops10
deep-learning10
automl10
pyro10
ray10
scientific-computing10
Programming languages (9)
Github contributions (5)
deephyper/tutorials
Jun 2021 - Jan 2023
A collection of tutorials for DeepHyper.
Contributions:11 reviews, 124 commits, 15 PRs in 1 year 7 months
deep-learningmachine-learningtensorflow
deephyper/deephyper
Jun 2018 - Jan 2023
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Contributions:19 releases, 40 reviews, 1927 commits in 4 years 7 months
pythonneural-architecture-searchtensorflowhyperparameterneural-architecture
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