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13 followers · 26 following
  • Poznań University of Technology
  • Poznań, Poland
  • 19:37 (UTC +02:00)

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Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

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MichalRedm/README.md

Matrix digital rain

Hi there 👋 I'm Michał Redmer

"Follow the white rabbit... into the world of AI, scalable systems, and mathematical rigor."

LinkedIn GitHub Email

🧬 $ cat about_me.md

  • 🎓 M.Sc. Artificial Intelligence student @ Poznań University of Technology (B.Sc. in AI graduated Bardzo Dobry z Wyróżnieniem).
  • 🏆 Finalist of the Polish Mathematical Olympiad (OM) & member of the District Committee in Poznań.
  • 🚀 Full-Stack & Systems Developer with 4+ years of production platform maintenance (WLM, Echoir).
  • 🤖 Agentic AI & XAI Specialist: Practical research in Concept Drift / Explainable AI (STRIDE) and rapid system orchestration via Google Antigravity & custom CLI developer tools.

🧰 $ ./tech_stack --all

  • 🧠 AI & Machine Learning: Python, PyTorch, Scikit-learn, SHAP (XAI), OpenCV, Streamlit, Concept Drift Analysis, Prompt Engineering
  • 🌐 Full Stack Web: TypeScript, React, Node.js, Express, PHP, MySQL, MongoDB, SCSS, Tailwind CSS, Socket.io
  • ⚙️ Systems & Tooling: Rust, Go, C++, Linux, Docker, GitHub Actions CI/CD, Google Antigravity, Custom CLI Architectures

🚀 $ ./live_systems --production

  • 🎵 Echoir ↗ — Live production full-stack platform for a church choir (12 active singers) organizing PDF sheet music, voice parts, and rehearsal audio tracks. (TypeScript, React, Node.js, MongoDB)
  • 🏆 Wielkopolska Liga Matematyczna ↗ — Official competition platform for Adam Mickiewicz University. Custom CMS and live scoreboard with 4-year flawless production uptime. (PHP, MySQL, TypeScript, SCSS)
  • 🔬 STRIDE Framework & Site ↗ — Interactive research dashboard and framework for Explainable Concept Drift detection in continuous data streams. (Python, Streamlit, SHAP)
  • 📄 Overleaf CLI ↗ — Fast, standalone CLI tool written in Go to synchronize local LaTeX projects with Overleaf in real-time. (Go)

📦 $ ls -la ./pinned_repositories

Inspect source code and benchmarks in the pinned repositories below 👇

Pinned Loading

  1. KubaCzech/STRIDE KubaCzech/STRIDE Public

    Research on integrating explainable AI and data analysis with data drift detection to improve interpretability and trust in adaptive learning systems.

    Jupyter Notebook 1

  2. inbed-pose-estimation-vipcup21 inbed-pose-estimation-vipcup21 Public

    Professional ML repository for IEEE VIP Cup 2021: In-Bed Human Pose Estimation.

    Python

  3. CarsDatasetDashboard CarsDatasetDashboard Public

    Shiny dashboard with data visualizations for the 90,000+ Cars Dataset.

    R 1

  4. wikipedia-recommender-system wikipedia-recommender-system Public

    Recommender system for Wikipedia articles.

    Python 2

  5. overleaf-cli overleaf-cli Public

    The universal Overleaf CLI. Sync local projects with any Overleaf instance—Local, Community, or Enterprise (SSO/SAML).

    Go

  6. qap-optimization qap-optimization Public

    Tools for solving and analyzing the Quadratic Assignment Problem (QAP).

    Rust