teaching

I enjoy teaching and mentoring students. In 2024, I was awarded the Dean’s Award for Teaching Excellence at EPFL.

University of Cambridge

MPhil in Data Intensive Science (2025–present). Supervisor for the MPhil in Data Intensive Science programme.

EPFL

Statistical Physics II (2023, 2024; head TA in 2024). Advanced course on statistical physics focusing on phase transitions, critical phenomena, and the renormalization group, for third-year Physics students.

Machine Learning for Physicists (2021, 2022, 2023). An introduction to machine learning with scientific applications for MSc students in Physics. New course at EPFL taught by Lenka Zdeborová. I co-developed tutorials, exercise sessions, and notebooks.

Physics Projects I: Statistical Mechanics of Deep Learning (2021). Theoretical and computational research projects on neural networks for first-year MSc students specializing in Physics and Applied Physics.

Transfer Learning and Meta-Learning (2024). Guest lecturer.