Topic: Stochastic Optimization and Generative Models with Applications to Vehicle Routing Problems. Supervised by Antoine Godichon-Baggioni (Assistant Professor, Sorbonne Université), Sylvain Le Corff (Professor, Sorbonne Université), and Adeline Fermanian (Head of Research, Califrais).

Topic: ML-Enhanced Optimization Methods for Vehicle Routing Problems. Supervised by Thibaut Vidal (Professor, École Polytechnique de Montréal).

Topic: Stochastic Optimization with Monte Carlo methods.

Topic: Penalized Criterion for Selecting the Number of Clusters.