Academics

  • PhD student at LTS2, EPFL
  • 2022-2025: Master's in Electrical Engineering (Signal Processing Track) at ETH Zurich
  • Master Thesis under supervision of Prof. Yuansi Chen on Diffusion-based Samping for Spin Glasses
    • 2018-2022: Bachelor's in Communication Systems at EPFL

    Topics I am currently interested in / working on

    I am currently working on the geometrical aspects of Markov diffusion processes, stochastic differential equations, and machine learning. Not too sure what it will turn out to be but it mostly includes the study of
    • Differential Geometry
    • Statistical Mechanics
    • Supersymmetric Theory of Stochastics
    I am quite interested in various fields, all mostly related to emergent structure or 'regularity' in seemingly random structures. That includes Condensation Phenomena, High-Dimensional Statistics, Statistical Physics and more. Information Theory is also a big love of mine, as well as its Quantum counterpart.

    Projects

    Ongoing

    • I am currently also scribbling about the asymptotic geometry of quantum hypothesis testing. That is, generalizing / plotting some quantum analogs to the Hellinger distance, as well as looking at the produced geodesics.
    • Helping on the writing of the book "Applied Category Theory for Engineers" in the IDSC at ETH Zurich (Prof. Frazzoli Group)

    Completed

    Here are a few projects I've already had the chance to work on / finished.

    Other things I've worked on

    Miscellaneous