CV

Education

• Ph.D. in Machine Learning, École Polytechnique, France — Feb. 2025 – Present
  Focus: Geometric Deep Learning, Generative Models, and Dynamical Systems

• M.Sc. in Applied Mathematics and Machine Learning (MVA), École Normale Supérieure Paris-Saclay, France — Sept. 2023 – Sept. 2024
  Courses: Probabilistic Graphical Models, Convex Optimization, Computer Vision, Reinforcement Learning, Learning on Graphs, Bayesian Machine Learning, Advanced Deep Learning

• M.Sc. in Mathematical and Theoretical Physics, University of Oxford, UK — Oct. 2021 – July 2022
  Focus: Quantum Field Theory, General Relativity, Quantum Information, Cosmology, Quantum Matter, Conformal Field Theory

• B.Sc. & M.Sc. in Physics, École Normale Supérieure Paris-Saclay, France — Sept. 2019 – 2023
  Courses: Classical Field Theory, Quantum Optics, Statistical Mechanics, Non-linear Physics, Condensed Matter, Fluid Mechanics

• MPSI/PSI, Lycée Pierre Corneille, Rouen, France — Sept. 2016 – Aug. 2019
  Intensive preparation in mathematics, physics, and engineering sciences

Experience

• Research Engineer, École Polytechnique, Palaiseau, France — Apr. 2024 – Present
  • Geometric Deep Learning and Generative Models
  • Current projects: Spectrally conditioned graph generation with Diffusion Models, Conditional Flow Matching, and Graph Matching
  • Supervisor: Dr. Maks Ovsjanikov
• Visiting Research Student, University of Oxford, UK — Nov. 2022 – Present
  • Computational Condensed Matter Physics — Stability of mixed-halide layered perovskites via DFT and the Virtual Crystal Approximation
  • Applied Mathematics — Fock space and path integral methods (Doi-Peliti formalism) for stochastic biological systems
  • Supervisors: Dr. Marina Filip, Dr. Eamonn Gaffney
• Research Intern, University of Cambridge, UK — Apr. 2021 – July 2021
  • Studied propagation of THz pulses through superconducting heterostructures for ultrafast spintronics
  • Supervisor: Dr. Chiara Ciccarelli
• Physics Examiner, French Ministry of Education, Paris, France — Sep. 2020 – Apr. 2021
  • Conducted weekly oral assessments for students in preparatory classes (MPSI, PC*) at Lycée Buffon
• Research Intern, LPENS, École Normale Supérieure (Ulm), Paris, France — Jun. 2020 – Jul. 2020
  • Designed and simulated a 3D resonant cavity for axion dark matter detection using Ansys HFSS