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  1. Master-Thesis Master-Thesis Public

    🎓 MSc AI Engineering | 🚁 RL-based drone wildlife monitoring | Balancing observation quality with animal disturbance

    Jupyter Notebook 3

  2. Four-Rooms Four-Rooms Public

    This project studies how PPO with RND can solve sparse reward grid worlds under partial observability. Intrinsic motivation improves exploration and speeds up learning.

    Python

  3. HoopVision HoopVision Public

    A full CV basketball analytics system powered by YOLOv12, ByteTrack, SuperPoint/LightGlue, FastAPI, MongoDB, minIO, Prometheus and Grafana to turn raw basketball broadcast footage into rich spatial…

    Jupyter Notebook 1

  4. Osaka-Shopping-Mall Osaka-Shopping-Mall Public

    The project applies a Graph Attention Network to graph structured pedestrian data and analyzes how model settings influence trajectory prediction accuracy.

    Jupyter Notebook