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@AmiiThinks

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dantp-ai/README.md

Howdy, I'm Daniel 👋.

I am a Senior ML Software Engineer.

Focused on continual & online learning, AI infrastructure, and building reliable software for AI systems.

Current Projects

Reinforcement Learning

  • 💪🏋️💧 gym-puddle: Off-policy PAC algorithm implemented on the Puddle World Gymnasium environment using TorchRL

Tooling

  • 🧪⚙️🔁 AlphaEx: A Python Toolkit for Managing Large Number of Experiments on Slurm Workload Manager

Educational

  • 📉 nabla: Educational numpy implementations of 15 optimizers (SGD → Muon), animated on a 2D saddle & benchmarked on matrix LS.

GitHub Activity

GitHub Contribution Graph

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  1. tianshou tianshou Public

    Forked from thu-ml/tianshou

    An elegant PyTorch deep reinforcement learning library.

    Python

  2. clawloop clawloop Public

    Forked from aganthos/clawloop

    Make your agents learn from experience. One protocol for weights, harness and routing.

    Python

  3. deep-rl-algos-methods deep-rl-algos-methods Public

    Jupyter Notebook

  4. minitorch minitorch Public template

    Forked from minitorch/minitorch

    The full minitorch student suite.

    Python

  5. DLRC_2018 DLRC_2018 Public

    Forked from georgosgeorgos/DLRC_2018

    Statistical Models for Robotic Perception

    Jupyter Notebook

  6. gym-puddle gym-puddle Public

    Forked from EhsanEI/gym-puddle

    Continuous grid-world environment for RL using Gymnasium

    Python