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symdec/README.md

Hi 🍡, I'm Simon

A Machine Learning Enthusiastic & Dev

I'm a French research engineer currently working on Privacy-Preserving Data Synthesis.

πŸ’« Dev Interests

  • Machine Learning and Deep Learning

    • Privacy-Preserving Data Synthesis (PPDS)
    • Federated Learning
  • Natural Language Processing (NLP)

    • Open-source Large & Small Language Models (LLMs / SLMs), Speech-to-Text (STT) & Text-to-Speech (TTS)
    • Frameworks & architectures to improve LLM workflows : Retrieval-Augmented Generation (RAG), agentic programming, etc.
  • Memory, mnemonic and trivia applications & games

  • Software project architecture, code robustness

πŸ•ΉοΈ Main Personal Projects

Python

  • Image Flashcards : Graphical memory flashcards engine, quickly build flashcards from a directory containing images

Rust

  • Rust in action : Mini-projects to elevate Rust skills

οΏ½οΏ½ Other OSS Contributions

  • Verba : Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

πŸ’» Tech Stack

Main Languages

Python Rust Java TypeScript Bash

Python Frameworks & Tools

Deep Learning

PyTorch TensorFlow Keras

Misc.

FastAPI Flask Streamlit Tkinter

Front-end Frameworks

Vue.JS

πŸ“Š GitHub Stats



πŸ† GitHub Trophies


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  1. image_flashcards image_flashcards Public

    Graphical memory flashcards engine, quickly build flashcards from a directory containing images

    Python 1

  2. rust-in-action rust-in-action Public

    Mini-projects to elevate Rust skills

    Rust

  3. weaviate/Verba weaviate/Verba Public

    Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

    Python 7.5k 835

  4. DecLearn/declearn DecLearn/declearn Public

    DecLearn - a modular and extensible python framework for Federated Learning [MIRROR]

    Python 9 1