M2 student in AI & Machine Learning at Sorbonne Université (Paris),with a strong focus on deep learning. I love the mathematical side of ML, the kind of stuff that makes models actually make sense. I try to open source everything I build!
My main interest right now is reinforcement learning but i've also worked a lot on computer vision and large language models. I also have a soft spot for applying all of this to video games when possible.
31/03/2026: I am currently working on world models and physics informed networks to be used in Model Based RL in the context of my M2 internship (most work is kept private at the moment).
- AI Research Assistant @ AI Robolab, 2024 — Built a multi-agent LLM system for low-resource language learning (Luxembourgish). Co-authored a peer-reviewed paper presented at PRIMA 2024 in Kyoto, Japan.
- AI Research Intern @ ONERA / ISIR (Sorbonne), 2026 — Investigating model-based deep reinforcement learning (MBRL) for drone control, with a focus on integrating physics-based priors into hybrid models. Working on algorithms like TD-MPC and PETS applied to fixed-wing UAV systems in simulation.
| Project | Description |
|---|---|
| RL-Souls | Model-free RL algorithms trained to beat Dark Souls III using a custom Gymnasium environment |
| NN from Scratch | Fully modular neural network library built with NumPy only: implemented conv layers, pooling, SGD, PCA, K-Means |
| LLM-RAG | Experimental RAG pipeline combining SPLADE retrieval, BM25, and Chain-of-Thought reasoning |
| GRLA | Reproduction of a lightweight image super-resolution architecture bridging softmax and linear attention via Gaussian RBF kernels (ICLR 2025 submission) |
| LLM Multi-Agent System | LangGraph-powered multi-agent system, backend code for an accepted PRIMA conference paper |
| Portfolio App | Self-hosted fullstack app built with Next.js and FastAPI |
MSc AI & Machine Learning — Sorbonne Université (2023 – Present) (I took a gap year in 2024!) Probabilistic Modeling · Deep Learning · NLP · Reinforcement Learning · LLMs
BSc Computer Science — University of Luxembourg (2020 – 2023)
Competitive Programming Club · Linear Algebra · Algorithms & Complexity