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GrzegorzOle/README.md

Hi, I'm Grzegorz 👋

Lead AI & Software Architect working on cybersecurity and regulatory compliance (NIS2, DORA) by day — builder of small, sharp-edged tools on the side.

🔐 Engineering & Security

  • behavioral-auth — local-only behavioral biometrics for Linux: continuous identity verification via keystroke/mouse dynamics, fused with face recognition. No cloud, alert-only by design.
  • Pick_Route_Optimizer — warehouse picking route optimization on Google OR-Tools, with a map editor that catches broken layouts before they break a shift.

♿ Accessibility

  • DepthForge — turns paintings into 3D-printable tactile reliefs for blind and visually impaired people, using AI depth estimation (Intel OpenVINO).
  • GazeCtrl — webcam-only eye-gaze tracking, no IR hardware, built as an input layer for AAC applications.

Two threads, one habit: get the boring infrastructure right, then let it disappear into the background for the people who actually need it.

📝 Blog · 💼 LinkedIn

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  1. behavioral-auth behavioral-auth Public

    Local-only behavioral auth for Linux: continuous identity verification via keystroke/mouse dynamics fused with Howdy face recognition. TCN autoencoder (ONNX) + DuckDB + systemd services. Dev/simula…

    Python

  2. DepthForge DepthForge Public

    An open-source project that transforms paintings and graphic artworks into tactile 3D-printable reliefs for blind and visually impaired people. It uses OpenVINO-optimized models to analyze visual f…

    Python

  3. GazeCtrl GazeCtrl Public

    Webcam-only eye-gaze tracking mapped to a 12-cell screen grid with dwell-based activation — an open-source accessibility tool, no dedicated eye tracker required.

    Python

  4. Pick_Route_Optimizer Pick_Route_Optimizer Public

    A suite of applications for optimal route planning in warehouses, designed to minimize picker travel distance, reduce order fulfillment time, and streamline the picking process across complex wareh…

    Python

  5. KsefXmlToHtml KsefXmlToHtml Public

    XSLT

  6. virtual_drums_realsense_455 virtual_drums_realsense_455 Public

    Python