Education
Specialization in Data Science, Computational Modelling based on Differential Equations, and High-Performance Systems. MSc thesis at the Weather Forecast Research Team, University of British Columbia.
Exchange year at ETH Zürich.
Projects
- Fine-tuning and evaluation of a regional data-driven limited-area model for British Columbia.
- Implementation using the open-source Anemoi library.
- Development of an evaluation pipeline based on surface observations and reanalysis data.
- Implementation of 4 deep learning models (MLP, FCN, ResNet, Transformer Encoder).
- Quantification of performance improvement from time series inputs and model comparison.
Skills
Programming Languages Python (PyTorch, SciPy, Pandas, Scikit-learn), Matlab, C/C++
Numerical Methods Finite Differences, Finite Elements
Data Analysis Advanced Statistics, Monte-Carlo Simulations, Machine Learning, Deep Neural Networks
Work Experience
- Development of a data analysis and visualization pipeline for high-frequency hydraulic Pelton turbine vibration data.
- Implementation of turbine health monitoring metrics.
- Creation of a Python library for automated analysis and visualization.
Probability and Statistics, Estimation Methods, Informatique, Calcul et Communication (Python).
Volunteering
Community management and content creation for Instagram and LinkedIn.
Management of 10 coaches and 50 gymnasts (6–15), training planning and event organisation.
Languages
French: Mother tongue
English: Cambridge English Proficiency Certificate (C2)
German: Intermediate (B2)
Interests
Outdoor activities Road cycling, running, skiing, ski touring. Avalanche Safety Training certification (AST1-PLUS, 2025)
Gymnastics Individual and group competition at national level, regular coaching. J+S certification (2023)