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IronMax03/README.md

I am Maximilien, a computer science student combining theory with applied engineering (C++ systems, Julia/Python scientific computing). Open to internship opportunities in R&D, machine learning and software engineering, based in Geneva, Switzerland. Currently building an EEG-based machine learning pipeline for seizure detection in epileptic patients.


🧰 Languages & Tools

C++ Python Julia Java
NumPy PyTorch Polars Matplotlib LaTeX Git
Jupyter Notebook ParaView


⭐ Featured Projects

Projects

  • seizureDetection - A work-in-progress research project developing an original neural network that uses entropy-based features via feature-wise linear modulation (FiLM), currently averaging 82% balanced accuracy and 63% AUPRC on the CHB-MIT Database using 13.7k parameters, building on reproduced baselines.
    Keywords: Python, PyTorch, EEG, Digital Signal Processing, CNNs, RNNs, Feature-Wise Linear Modulation (FiLM), Entropy Features, Wavelet Transforms
eeg visual eeg visual
  • radioactiveSim - A C++ radiation‑shielding simulator with Barnes–Hut acceleration and ParaView-ready output.
    Keywords: C++, Doctest, Doxygen, Barnes–Hut algorithm for electrodynamics, Particle transport simulator, ParaView, lazy data structures.
radioactive shielding simulation
  • wildfireSim - An ecosystem simulator that models vegetation growth with a stochastic cellular automaton, wildfires triggered by lightning strikes and predator–prey interactions.
    Keywords: Julia, Modeling, Stochastic cellular automata, ODE discretization, predator–prey dynamics, multi-scale system, Percolation Theory.
wildfireSim
  • DEBUG_MODE — Lightweight C++ debugging helper with variable tracking; non-intrusive and easy to integrate for faster iteration.
    Keywords: C++, Preprocessor metaprogramming, System design.

Experiments

  • Mandelbrot Set — High-resolution smooth-color renderer of the Mandelbrot set in Julia.
  • Quantum Teleportation — 1‑qubit implementation of the quantum teleportation protocol using Qiskit.

Pinned Loading

  1. radioactiveSim radioactiveSim Public

    A C++ radiation‑shielding simulator with Barnes–Hut acceleration and ParaView-ready output.

    C++

  2. wildfireSim wildfireSim Public

    An interactive ecosystem simulator that models vegetation growth with a stochastic cellular automaton, wildfires triggered by lightning strikes, and predator–prey interactions.

    Julia

  3. DEBUG_MODE DEBUG_MODE Public

    A lightweight C++ library for efficient debugging with variable tracking. Easy to use and non-intrusive.

    C++ 1

  4. seizureDetection seizureDetection Public

    Work-in-progress EEG machine learning project exploring preprocessing, feature extraction, and neural architectures for seizure detection.

    Jupyter Notebook 1