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jantrw/README.md

Hi there! 👋🖖🤖

🧑🏻‍💻 I’m currently working on ...

  • traffic-sign-detector, a reproducible computer-vision and machine-learning project for detecting and classifying German traffic signs (bounding boxes + class names).

  • ClashRoyale-Tracker, a JavaFX desktop application that fetches and visualizes player data from the official Clash Royale API. It displays key statistics like trophies, win rate, and recent match history. Built with a modular view-controller structure and responsive UI for a clean, desktop-native experience.

  • CCNA: Enterprise Networking, Security, and Automation

  • CCNA: Switching, Routing, and Wireless Essentials

💻 Tech Stack:

Languages and Tools:

java spring boot docker artificial-intelligence python linux javascript mysql postgresql bash figma git

🤝 Connect with me:

Jan Trautwein LinkedIn

🌱 I’m currently learning

  • Java (with Spring Boot, Security and so on)
  • AI — focusing on Machine Learning, Computer Vision & Automation with n8n
    ↳ built and trained a YOLOv8m object detection model (≈25.9M parameters) on a custom dataset, reaching around 98–99% object detection accuracy
  • Databases
  • Javascript (with Vue.js)
  • Networking — focusing on network architecture and communication
  • Linux Administration

Pinned Loading

  1. traffic-sign-detector traffic-sign-detector Public

    A computer-vision project for detecting and classifying traffic signs (bounding boxes + class labels). This repository provides conversion tools, validators and training scripts to convert the Syns…

    Python 1

  2. ClashRoyale-Tracker ClashRoyale-Tracker Public

    Java

  3. SpaceLinker SpaceLinker Public

    SpaceLinker is a Discord bot that connects people with space. It provides real-time information about the International Space Station (ISS) and the NASA Astronomy Picture of the Day.

    Java