I'm Adrien, a Master's student in Data Science at EPFL with a background in Mechanical Engineering. I’ve worked on projects in Machine Learning, NLP, and Data Visualization.
Here are some of the projects I’ve worked on 👇
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Fine-Tuning LLM & Implenting RAG pipeline
Fine-tuned transformer model (Qwen3-0.6B-Base) to build an AI tutor that is specialized in course content at EPFL. Implemented a RAG pipeline with FAISS for efficient retrieval and evaluated using F1/Accuracy on SciQ, MMLU-STEM, and AI2-ARC datasets. EPFL repositery so it is private. -
Interactive Data Visualization – Rocket Launch History
Built a three-part interactive website visualizing the history of rocket launches and the space race industry. -
Swiss AI Initiative – LLM Monitoring & Visualization
Developed monitoring with Prometheus & Grafana, aggregated GitHub contributions, and contributed to Swiss AI LLM documentation & GUI. Repositery is private. -
ML Project – Feature Engineering & PCA
Predicted heart disease risk using PCA, logistic regression, and feature engineering with custom evaluation metrics. EPFL repositery so it is private. -
Reinforcement Learning Pacman Agent
Trained an agent using RL (DQN + CNN) to play Pacman.Reached top performance compared to peers. EPFL repositery so it is private.
Languages: Python, C, MATLAB, SQL, HTML, CSS