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wHamza/README.md

Hamza Demir

AI/ML engineer building practical, intelligent systems.

I work across graph machine learning, retrieval systems, computer vision, and robotics. I enjoy turning experiments into focused tools that solve real problems.

Projects · GitHub


Selected work

ReadBuddy RAG
A spoiler-safe reading companion powered by hybrid retrieval.

Route Optim GNN
Graph-learning experiments for routing and optimization problems.

Steam Game Recommender
A graph-based recommendation system built around relationships between games and players.

Hand-Controlled Volume
A touch-free computer interface using hand landmarks and computer vision.


Toolkit

Python · C++ · PyTorch · PyTorch Geometric · OpenCV · scikit-learn

Exploring

Lightweight graph neural networks, context-aware retrieval, and interfaces connecting software with the physical world.

Open to thoughtful collaborations and interesting technical problems.

Pinned Loading

  1. gnn-steam-2021-turkish gnn-steam-2021-turkish Public

    Steam game recommendations with heterogeneous graph neural networks

    Python 1

  2. readbuddy-rag readbuddy-rag Public

    Spoiler-safe reading companion with hybrid RAG retrieval

    Python 1

  3. routeOptimGNN routeOptimGNN Public

    Vehicle-route optimization with graph attention and reinforcement learning

    Python 1

  4. TeknoFest-object-detection-task TeknoFest-object-detection-task Public

    YOLO object-detection prototype built for a Teknofest task

    Jupyter Notebook 1

  5. TensorTonic-Solutions TensorTonic-Solutions Public

    My solutions to TensorTonic problems

    Python 1

  6. Voice-control-with-hand Voice-control-with-hand Public

    Windows volume control using real-time hand tracking

    Python 1