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1. mahmutosmanovic/Master-Thesis mahmutosmanovic/Master-Thesis Public

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

   Jupyter Notebook 3

2. mahmutosmanovic/HoopVision mahmutosmanovic/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 1

3. mahmutosmanovic/Four-Rooms mahmutosmanovic/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

4. mahmutosmanovic/Pest-Outbrakes mahmutosmanovic/Pest-Outbrakes Public

   Developed in collaboration with the Swedish Board of Agriculture, this project forecasts weekly pest severity in Swedish crops using 2016–2023 agricultural and weather data, applying gradient boost…

   Jupyter Notebook 1

5. mahmutosmanovic/Osaka-Shopping-Mall mahmutosmanovic/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

6. mahmutosmanovic/PRISM mahmutosmanovic/PRISM Public

   PRISM is an AI-powered medical decision support application combining LLMs with a WikiData knowledge graph. The system enables medication interaction analysis, side-effect detection, alternative dr…

   Jupyter Notebook