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I am currently an AI research scientist at Stellantis. I received my PhD in Applied Mathematics from a joint program between Meta AI (prev. Facebook AI Research) and Télécom Paris, advised by Alessandro Lazaric (Meta AI) and Robert M. Gower (Flatiron Institute).

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Research

My research interest is generative AI, including in-context learning and human preference alignment.

During my PhD, I worked on reinforcement learning (RL) and large-scale stochastic optimization for machine learning. My focus centered on gaining a fundamental understanding of the optimization methods employed in RL and designing new efficient practical optimization algorithms to solve RL problems.

Publications

Misc

  • I hold an MSc/BSc in Applied Mathematics from École Polytechnique (diplôme d'Ingénieur) and an MSc in Machine Learning from Université Paris-Saclay (Master Data Sciences). During my academic journey, I interned in Machine Learning at Télécom Paris and served as a teaching assistant at the African Institute for Mathematical Sciences (AIMS) in Kigali, Rwanda, with Prof. Robert M. Gower.
  • Outside of work, I enjoy playing basketball🏀, badminton🏸 and skiing⛷.
  • As an animal enthusiast, I have a soft spot for dogs and cats. I'm particularly fond of golden retrievers🐕 and orange cats🐈.