cv

AI researcher

Kyutai, Paris

Working on context compression and memorization in LLMs.

Research Intern

Gatsby Computational Neuroscience Unit, UCL, London

Designed a new method which enables to reduce the computational cost of diffusion generative models at training and test time.

Teaching assistant

Lycee Henri IV, Paris

Oral examiner in math for undergraduates (second year PC*) preparing for Grandes Écoles examinations.

Research Intern

Computing Sciences department, Bocconi Universita, Milan

Algorithmic hardness in non-convex optimization problems.

• Implemented different learning heuristics and algorithms for finding low loss paths in the phase retrieval problem (SGD, MCMC. . .).
• Carried out an in-depth analytical study of the loss landscape of this problem using the Replica method from disordered systems.

Junior data scientist

Ekimetrics, Paris

• Worked for a R&D proof of concept : run ML algorithms (LightGBM, XGBoost, GNN...) on pooled datasets from different banks to enhance money laundering detection.
• Actively contributed to a marketing mix modeling mission : implemented multivariate regressions and principal component analysis to explain the sales.

Emergency crew leader

Paris Firefighter, Clichy-sous-Bois

• Part of a personal development and military training of 7 months.
• Carried out the duties of head of emergency response during rescue missions, leading a team of three or more firefighters, in underprivileged districts of the 93rd department.
• Assisted in the training (mathematics, physics...) of personnel who are aiming for promotion in their military career.

Master Mathématiques Vision Apprentissage, ENS Paris-Saclay

Applied Mathematics & AI

• Optimal Transport
• Geometric data analysis
• Optimization
• Image processing
• NLP
• Probabilistic Graphical Models
• Generative Modelling
• Kernel methods
• ...

École Polytechnique, Palaiseau, France

Applied Mathematics, Computer Science and theoretical Physics

• Statistics
• Monte Carlo methods
• Deep Learning
• Statistical Physics
• ...