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Enjoying life
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Enjoying life

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GreatDruk/README.md

Hey, I'm Seva 🙃

ML Engineer | Mathematical Foundations of AI @ Innopolis University

I'm passionate about machine learning, mathematics, and building things with Python. I enjoy understanding how models work, experimenting with different approaches, and figuring out what actually improves their performance.

I take part in Kaggle competitions, often working in a team to test ideas and solve challenging ML problems. I've also worked on research projects, including AcademicNet, and I'm exploring LLM serving and inference optimization to make models faster and more efficient.

Outside of tech, I enjoy hiking, getting lost in Tolkien's world, making papercraft models, and sketching whatever comes to mind.


GreatDruk GreatDruk

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  1. Graph-viewer Graph-viewer Public

    A viewer for a graph of scientific publications

    Python

  2. geo-satellite-snapshots geo-satellite-snapshots Public

    Решение соревнования по классификации объектов и сцен на спутниковых снимках.

    Python 1

  3. revlze/compression-authorship revlze/compression-authorship Public

    Финальный проект в рамках предмета Теория Информации в университете Иннополис

    Jupyter Notebook

  4. revlze/hidden-pairs-kaggle revlze/hidden-pairs-kaggle Public

    Соревнование на анонимных данных. Нахождение пар.

    Jupyter Notebook

  5. nn-compression-robustness nn-compression-robustness Public

    Study of the stability of neural network models to compression methods: quantization and pruning.

    HTML

  6. neuro-life-modeling neuro-life-modeling Public

    A minimal artificial life simulation where agents controlled by tiny neural networks survive, reproduce, and evolve.

    JavaScript