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Microengeenering/Data Science Master’s degree @ EPFL
- Machine Learning - Applied Data Analysis - Optimization - Signal Processing - Computer Vision - Model predictive control
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Engineering student @ Centrale Supélec
- Probability theory - Fluid Mechanics - Optimization - Automation - Electronic systems
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French "Classes preparatoires" @ Lycee du Parc
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Intern @ Procsim - Optimization and Operations research
- Optimization of operating rooms schedules - 3D simulation Flexsim - Schedule optimization Python & C++
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Teaching Assistant
- Applied Machine Learning @ EPFL.
- Quantum and statistical physics @ CentraleSupélec.
- Quantitative analysis of the "Brexit effect" - website - Applied Data Analysis - EPFL - repository
- Data cleaning, Sentiment and text analysis, dynamic visualizations, Machine Learning
- Locally Linear Embedding vs Modified Locally Linear Embedding - Dimensionlity reduction - Advanced Machine Learning - repository
- Comparison of two dimensionality reduction techniques on a real data set (spam emails).
- Implemented optimization techniques for black box MINLP - Disal laboratory - Semester project - EPFL
- Implemented and assessed the performances of different algorithms in solving a blackbox MINLP problem (generate a finite state machine)