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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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Irahan2/README.md

👋 Hi, I'm Caner Olcay

Junior Software / AI Engineer building practical backend, data, and AI-powered applications with Python, FastAPI, SQL, and modern AI/ML tools.

I focus on turning technical ideas into useful systems — from REST APIs, authentication, and databases to OCR pipelines, semantic search, RAG, and applied machine learning.

What I build

  • Backend & API systems with Python, FastAPI, REST APIs, authentication, and databases
  • Data-driven applications using SQL, PostgreSQL, pgvector, Supabase, Neo4j, and Pinecone
  • AI-powered products with RAG, OCR, semantic search, LLM workflows, and applied ML
  • Computer vision and forecasting projects with PyTorch, OpenCV, YOLO, and time-series methods

Featured projects

  • Lucid — AI Notes Platform
    OCR, semantic search, authentication, vector retrieval, and AI Q&A over lecture notes.

  • Knowledge Graph RAG / ToPWR
    Natural-language-to-Cypher retrieval using Neo4j, FastAPI, LangGraph/LangChain, and MCP workflows.

  • NeuroPark — 3D Vehicle Detection
    Object detection, depth estimation, and 3D scene reconstruction from traffic images.

🌐 canerolcay.com
📍 Wrocław, Poland

Pinned Loading

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

    Solvro internal MCP server

    Python 5 4

  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