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Ilvondir/README.md

Hi, I'm Michał Komsa! 👋

I mainly work with Python, Machine Learning and AI, while also developing web applications with Laravel, Inertia.js and Vue.

I've worked professionally at ZETO-RZESZÓW, developing and maintaining a BIP platform used by 50+ institutions.

I'm a 10xDevs 3.0 veteran and a graduate of AI_Devs Builder 4. Currently, I'm particularly interested in Machine Learning, LLMs, AI agents and building applications around them.

In my scientific work, I focus on deep learning, with particular interest in fractional-order derivatives and their applications in LSTM neural networks.

📚 Google Scholar

Projects

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  1. llms-interface llms-interface Public

    Web UI for local LLMs with external MCP server support.

    PHP

  2. ur-fall-depth-map-processing-methods-comparison ur-fall-depth-map-processing-methods-comparison Public

    Comparing depth map processing methods on the UR Fall Dataset.

    Jupyter Notebook

  3. tutoring-app tutoring-app Public

    A web app for assigning homework to tutoring students.

    Vue

  4. acs-f1-classification acs-f1-classification Public

    Scripts for training GRU networks to solve the ACS-F1 problem.

    Jupyter Notebook

  5. marine-log marine-log Public

    A web app for logging marine wildlife sightings, built as a 10xDevs 3.0 project.

    PHP

  6. bifid-cipher bifid-cipher Public

    Scripts for encryption, decryption, and an attack on the Bifid cipher using a memetic algorithm.

    Python