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Irahan2/README.md

👋 Hi, I'm Caner Olcay

Machine Learning Engineer passionate about building real-world AI systems.

I work across the full ML lifecycle — from data processing and modeling to deployment and evaluation — with experience in:

  • Data Science & Statistical Modeling
  • Deep Learning & Computer Vision
  • LLM-based systems & RAG architectures
  • Time-series forecasting
  • Production ML backends (FastAPI, vector databases)

🌐 Website: https://canerolcay.com

📍 Wrocław, Poland

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  1. Solvro/ml-mcp Solvro/ml-mcp Public

    Solvro internal MCP server

    Python 4 1

  2. Medical-Chatbot-EndtoEnd Medical-Chatbot-EndtoEnd Public

    Medical Chatbot with LLMs, LangChain, Pinecone, Flask & AWS

    Jupyter Notebook 1 1

  3. TensoCast TensoCast Public

    Traffic forecasting using tensor decomposition and machine learning. Implements CP/Tucker decomposition with LSTM and XGBoost on METR-LA dataset achieving 35% improvement over baselines.

    Python 1 1

  4. NeuroPark-3D-Vehicle-Detection NeuroPark-3D-Vehicle-Detection Public

    Real-time 3D vehicle detection, depth estimation, and point cloud generation from single RGB images using YOLOv8, MiDaS, and Open3D.

  5. Kacperencki/wind_or_something Kacperencki/wind_or_something Public

    Python

  6. ml-roadmap ml-roadmap Public

    Jupyter Notebook 2 1