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matla91/README.md

Matthis Lahargoue — Machine Learning, Computer Vision, Scientific Computing

Selected work   ·   Technical focus   ·   Basel Tram Air   ·   LinkedIn


From physical signals to meaningful models.

I'm a French engineering student pursuing a double degree in Computer Science at ENSISA and UQAC, with a focus on artificial intelligence.

I'm currently a research intern at the French-German Research Institute of Saint-Louis (ISL), working at the intersection of machine learning, computational imaging, and scientific computing. I enjoy building the full experimental pipeline: from simulation and data preparation to model training, quantitative evaluation, and visualization.

My interests extend to computer vision, inverse problems, and research-oriented ML engineering.


Selected work

Conceptual illustration of computational imaging; not experimental results

Computational imaging · NLOS

Research on learning-based reconstruction beyond the line of sight, combining transient-light simulation, ML, and quantitative reconstruction analysis.

PyTorch Mitsuba 3 Dr.Jit CUDA

Research work · Not a public repository

Conceptual urban-network illustration for the Basel Tram Air project; not a real map

Basel Tram Air

A hackathon data project exploring PM2.5 air-quality patterns along Basel's tram corridors, with a focus on analysis and visual communication.

Python Data analysis Visualization

View repository →

Hack am Rhein warm-up · 2026

The Basel Tram Air visual is a real project screenshot; the computational imaging visual remains an original conceptual illustration.

Technical focus

Machine learning Scientific computing Engineering
Python · PyTorch Mitsuba 3 · Dr.Jit Linux · Git
Model training & evaluation Simulation & inverse problems CUDA · Reproducible pipelines
Computer vision Computational imaging Data processing & visualization

Currently exploring

Learning-based reconstruction, simulation-driven datasets, and reliable evaluation for scientific ML — while building toward a career in machine learning and computer vision engineering.

Open to connecting with researchers and engineers working on ML, vision, and scientific computing.

Popular repositories Loading

  1. cnn-stock-prediction-reproducibility-study cnn-stock-prediction-reproducibility-study Public

    A reproducibility study of a CNN-based stock market prediction paper using publicly available data, with a focus on empirical validation.

    Jupyter Notebook 5 3

  2. matla91 matla91 Public

  3. Pokemon-Trading-Card-Game Pokemon-Trading-Card-Game Public

    C++ simulation of the Pokémon Trading Card Game, featuring a full card system (Pokémon, Energy, Trainer), battle mechanics, energy management, evolutions, attacks, and a turn-based combat engine wi…

    C++

  4. Diabetes-Prediction-Kaggle-Playground-Series-S5E12 Diabetes-Prediction-Kaggle-Playground-Series-S5E12 Public

    Robust and interpretable ML pipeline for diabetes prediction. Focus on data limitations, covariate shift, and real-world applicability.

    Jupyter Notebook

  5. Radisson Radisson Public

    A Local RAG Chatbot for UQAC’s Management Manual. Named after the French explorer, it navigates 200+ institutional sources using Hybrid Search (BM25 + FAISS). Delivers precise, sourced answers from…

    Python

  6. matla91.github.io matla91.github.io Public

    SCSS