My Academic Projects

Here are some of the projects I have worked on during my studies at ISAE-SUPAERO. They showcase my interests in machine learning, deep learning, software engineering and high performance computing.

🎥 Quantization Demo

Quantization demo: vulgarization of a research paper with LLM.int8() mixed precision and outlier handling.

🐝 Kaggle SDD Vision

Kaggle competition: bee species image classification across 47 classes with a severely imbalanced dataset.

🚀 HPC-CUDA

CUDA-based high-performance computing project.

🫀 Kaggle SDD Machine Learning

Predicting heart attack risk in a large, unbalanced health dataset.

✍️ Author Prediction

Machine learning algorithms to predict authorship of Victorian-era text excerpts.

⚡ TurboKMeans

Parallelization of an image compression algorithm.

🌐 HPC-MPI

Parallel solution of the heat equation on a 2D grid using MPI.

🧩 Sokoban game

Sokoban game with two automatic solver versions.

💡 Hack Days ENS

European hackathon with 300+ participants designing digital solutions for public good.

🗄️ SQL project

Database design and querying project completed during Erasmus at University of Limerick.