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Mdhvince/README.md

Medhy Vinceslas

Freelance data scientist. Complex ML systems, from scoping to production. Optimization & operations research, reinforcement learning, computer vision, causal inference, recommender systems.

10+ years shipping ML in industrial settings (automotive, agri-food, pharma) via my company Myelink, where I also run technical audits and feasibility assessments.

Open source: contributor to PyTorch tutorials (merged, reviewed by Meta maintainers).

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  1. UAV-Autonomous-control UAV-Autonomous-control Public

    3D UAV simulation and autonomous control for path tracking

    Python 40 4

  2. Dona Dona Public

    A fully local agentic RAG personal assistant: a LangGraph agent drives hybrid retrieval and MCP tools, with citations validated in code.

    Python

  3. rl_based_sequence_optimization rl_based_sequence_optimization Public

    RL based sequence optimization

    Python

  4. image_captioning image_captioning Public

    Image Captioning on Flickr Dataset - Describe a scene (output text) from an input image

    Jupyter Notebook 1 1

  5. UAV_simple_controller_cpp UAV_simple_controller_cpp Public

    Autonomous Quadrotor

    C++

  6. UAV_simple_controller_rs UAV_simple_controller_rs Public

    Autonomous quadrotor using Rust

    Rust