About me

I am currently a final-year PhD student in Machine Learning and Optimization at Sorbonne Université. I work within the Department of Statistics (LPSM) under the supervision of Antoine Godichon-Baggioni (Sorbonne Université), Sylvain Le Corff (Sorbonne Université), and Adeline Fermanian (Califrais). I was also a visiting PhD student at CIRRELT, École Polytechnique de Montréal, under the supervision of Thibaut Vidal. My research focuses on the theoretical aspects of stochastic optimization and generative models, with applications of generative models to vehicle routing problems. I am also interested in probabilistic time-series forecasting using generative models, particularly foundation models for time series.

Research Interests

• Stochastic Optimization
• Diffusion Models
• Variational Inference
• Neural Combinatorial Optimization
• Vehicle Routing Problems
• Probabilistic Time Series Forecasting