A selection of academic and personal projects.
since March 2026
Development of deep learning tools for side-channel analysis, industrializing the research pipeline (MLflow, Hydra) and optimizing PyTorch DataLoaders for large HDF5 datasets.
June - July 2026
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Apr. - Jul. 2025
Structural damage detection in a beam via vibration analysis, using a neural network model validated experimentally against simulated vibration tests.
2024-2025
Study of Apple HealthKit health data and development of an AI model for early migraine detection in patients.
November 2025
React web application to manage and visualize the player graph for the Killer game. This application enables real-time tracking of targets, eliminations, and player status through an interactive visual graph.
October 2025
Design and implementation of an automated guided vehicle (AGV) with line-following capability and Bluetooth IoT communication for remote monitoring and control via a web application.
October 2025
Programming a control and data acquisition class in Python for a Polytec laser vibrometer and integration with a user interface.
March 2025
Snake game developed in C++ with a graphical interface using Qt.
June 2024
Introduction to experimental research. Writing a Python script to classify data using a naïve Bayes classifier.
January 2025
Programming a battleship game in C with SDL graphical interface.
June 2022
Design project for a connected greenhouse with a system for controlling humidity, temperature, and lighting.