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alina-letzien/README.md

Hello there πŸ‘‹πŸΌ

πŸŽ“ Applied Computer Science Student β€” previously trained as an IT Specialist for System Integration.

🎯 Focus: Backend Development β€’ Machine Learning & Computer Vision

🌱 Also working across: Web Development β€’ Databases β€’ Mobile Development β€’ DevOps


πŸš€ Featured Projects

Computer vision pipeline for football video analysis: player/ball/referee detection and tracking, team assignment, ball possession, and speed/distance estimation.

Python PyTorch Ultralytics YOLO OpenCV NumPy scikit-learn Roboflow Pytest


πŸ’» Tech Stack

Languages

Python JavaScript TypeScript PHP Java C HTML5 CSS

Frameworks

Symfony Nuxt JS

Databases

OracleDB MySQL MariaDB Postgres Doctrine Prisma

DevOps & Version Control

Git Apache Subversion GitHub Actions Docker PowerShell Bash Script

Mobile Development

Dart Flutter Kotlin

Hardware & Embedded Systems

Node-RED Raspberry Pi

Collaboration & Documentation

LaTeX Confluence Notion


πŸ“Š GitHub Stats

Top Langs

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  1. football-analytics football-analytics Public

    Computer vision pipeline for football video analysis.

    Python