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Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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@zincware

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SamTov/README.md

Hi there, my name is Samuel Tovey. Principal Machine Learning Researcher & Engineer | PhD in Physics

I bridge the gap between fundamental physics research and production-grade machine learning systems, specializing in multi-agent reinforcement learning, machine-learned simulations, and AI-enhanced quantum sensing.

Skills: Python / JAX / PyTorch / TensorFlow / HPC (SLURM) / Git / Swift

🚀 Open Source: Creator and core maintainer of SwarmRL, MDSuite, and ZnVis.

🧠 Research Focus: Multi-agent reinforcement learning, physics-informed ML, and the internal dynamics of neural networks.

💬 Ask me about: Reinforcement learning, high-performance simulation pipelines in JAX, LLM/RAG frameworks, or deploying ML models to hardware.

🌐 Explore my work: Personal Website & Blog | Google Scholar | LinkedIn

📫 Reach me at: tovey.samuel@gmail.com

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  1. zincware/MDSuite zincware/MDSuite Public

    A post-processing engine for particle simulations

    Python 46 10

  2. SwarmRL/SwarmRL SwarmRL/SwarmRL Public

    Multi agent reinforcement learning for intelligent active matter

    Python 43 10

  3. zincware/ZnNL zincware/ZnNL Public

    A Python package for studying neural learning

    Python 8 2

  4. zincware/ZnVis zincware/ZnVis Public

    A visualisation engine for particle simulations

    Python 10 3

  5. zincware/SymSuite zincware/SymSuite Public

    A python package using machine learning to study symmetry.

    Python 10

  6. Teaching Teaching Public

    Notes, presentations, and tutorials from any teaching I do

    Jupyter Notebook 4