llm-internal-analysis Public

Empirical analysis of internal representations in LLaMA 3.2 1B, combining attention visualization and geometric methods (PCA, SVD, cosine similarity) to study how information and structure evolve a...

efficacity-opti-renov Public

Optimisation multi-objectifs de la rénovation énergétique tertiaire (2026-2050) via MILP et graphes spatio-temporels.

urban-area-classification-satellite Public

Multi-class urban area classification from satellite-derived data using feature engineering, LightGBM, and XGBoost (Kaggle project).

e-reputation-analysis Public

Projet d’analyse de sentiments sur Twitter visant à collecter, annoter et modéliser les tweets pour comprendre l’image de Mazars, en utilisant des techniques de scraping, de traitement de texte et ...

from-bigram-to-transformer Public

Character-level language modeling project for generating realistic first names using Transformers, GPT-2, WaveNet, and MLP models with PyTorch.