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Irahan2/README.md

👋 Hey, I'm Caner

I'm an AI & ML Engineer exploring the full path from
data processing & statistics → machine learning models → applied & generative AI systems
(computer vision, LLMs, LangChain, RAG, and autonomous AI agents).

🔧 What I’m working on

  • 🧩 Data & SQL — preprocessing, analysis, and data pipelines
  • 🧠 Machine Learning — classical ML, statistical modeling, and end-to-end systems
  • 🚀 Applied AI — computer vision, YOLOv8, Open3D, image & depth processing
  • 🤖 Generative AI — LangChain, RAG pipelines, Pinecone, OpenAI API, and autonomous agents
  • ☁️ MLOps & Deployment — Docker, AWS EC2, CI/CD integration

💬 About me

Always learning, experimenting, and building real-world AI systems that connect
data, machine learning, and generative intelligence into production-ready solutions.

🔗 Explore my projects: github.com/Irahan2

Pinned Loading

  1. ml-roadmap ml-roadmap Public

    Jupyter Notebook 2

  2. 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

  3. Medical-Chatbot-EndtoEnd Medical-Chatbot-EndtoEnd Public

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

    Jupyter Notebook

  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. ai-nlp-cocktail-project ai-nlp-cocktail-project Public

    AI/ML - Applied AI - NLP: Cocktail RAG System with Model Context Protocol

    Python

  6. Kacperencki/wind_or_something Kacperencki/wind_or_something Public

    Python