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