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  • Angers, France

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lennymalard/README.md

Hi, I’m Lenny 👋

I’m a self-taught AI enthusiast exploring Deep Learning and AI in depth, building and experimenting with models, algorithms and end-to-end systems, all built from scratch.

📊 GitHub Overview

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🛠 Selected Public Projects

  • 🚀 Deep Learning Framework (repo)

    • From scratch with NumPy
    • Autodiff engine
    • Modular API
    • Implementations of CNNs, LSTMs, FNNs
    • Toy demos like Shakespeare, MNIST or Titanic

  • 🧠 Transformer Variants (repo)

    • Encoder-only Transformer
    • Convolutional low-rank approximation of attention
    • Improvement of stability and efficiency
    • Extended abstract redaction

  • 🎮 NeuroEvolution (repo)

    • NEAT framework
    • Experiments with toy environments

  • 📑 iXBRL and LLMs (research project in development)

    • Parsing of financial filings
    • Dataset creation
    • Benchmarking
    • Self-supervised learning
    • Financial analysis

📫 Connect With Me

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  1. melpy-project melpy-project Public

    A NumPy-based deep learning library for building neural networks. It features an automatic differentiation engine and supports training models like LSTM, CNN, and FNN.

    Python 3

  2. Conv-Linformer Conv-Linformer Public

    A small-scale study of Linformer, introducing a convolutional variant.

    Python

  3. neat-from-scratch neat-from-scratch Public

    Basic NEAT implementation from scratch.

    Python