About Matthieu
French
Native or bilingual
English
Native or bilingual
German
Conversational
Experience
- Criteo AI LabSenior ResearcherE-COMMERCEApril 2019 - November 2023 (4 years and 8 months)Grenoble, FranceMember of the Criteo AI Lab-Implement SoTa ML models for recommendation-Product: statistical tools for AB tests e.g. Individual Treatment Effect estimation metrics for Contextual Uplift Modelling-Top AI and ML Conferences publications: adversarial/contextual bandit with continuous action sets NEURIPS, ICML papers accepted
- EPFL (École polytechnique fédérale de Lausanne)Researcher PHD StudentMay 2015 - March 2019 (3 years and 10 months)Lausanne, SwitzerlandOptimal control for systems governed by PDE's with random coefficients-Uncertainty quantification-Stochastic gradient/approximation-Risk measure under uncertainty-Multilevel Monte Carlo-Machine learning, Deep learning- teaching for bachelor and master students in courses like Numerical analysis
- RideSurfingBusiness AnalystJuly 2014 - March 2015 (8 months)Sydney, AustraliaData scientist in a ride sharing company.We wanted to compete Uber in Australia, what a plan!The major pain point was to equal supply and demand, and prediction of the user demand as well to dispatch at beast our drivers!
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Education
- Doctor of Philosophy - PhD, Applied MathematicsEPFL (Swiss Federal Institute of Technology Lausanne)2019Doctor of Philosophy - PhD, Applied Mathematics
- Master's degree, Mathematics and StatisticsECOLE CENTRALE PARIS2013Master's degree, Mathématiques et statistiques