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OzgurBAkyol/README.md

Hi 👋 I'm Özgür Berke Akyol

AI & Data Engineering | NLP & LLM | MLOps & Workflow Automation


🎓 Industrial Engineering graduate from Eskişehir Osmangazi University
🌍 Based in Eskişehir, Türkiye
✉️ Contact: [email protected]
🔗 LinkedInMediumKaggleGitHub


🚀 What I Do

  • Develop AI-powered systems using LLMs, LangChain, and FAISS for advanced RAG applications
  • Build machine learning pipelines with Scikit-learn, PyTorch, TensorFlow, tracked by MLflow
  • Automate workflows using Airflow, Kafka, Docker, and modern orchestration tools
  • Apply NLP & NLU in chatbot development, semantic search, and content extraction
  • Handle data engineering tasks across PostgreSQL, BigQuery, Cassandra, NiFi, and Informatica
  • Work with CI/CD, Git, Bitbucket, and Linux environments
  • Deploy scalable APIs using FastAPI and Flask

🧠 Professional Experience

  • 💼 Machine Learning Intern @ B2Metric AI
    Worked on real-world NLP, tabular data, and time-series forecasting projects. Built chatbot systems with LangChain, supported multi-language LLM deployment, and designed data pipelines using Selenium, BeautifulSoup, and Poetry.

  • 💻 Freelance Data Scientist @ Upwork
    Delivered data-driven solutions through anomaly detection and model experimentation. Collaborated with international clients on Python-based custom pipelines and analytics.

  • 🔥 Regional Coordinator @ Sparks of Turkey (Volunteer)
    Lead university-wide initiatives to support early-career individuals in software and data science. Organized technical events, mentorship circles, and programming workshops.


🛠️ Skills & Tools

Languages: Python · SQL · Bash · Dart · REST APIs · C · Go
Frameworks: FastAPI · Flask · LangChain · HuggingFace · PyTorch · TensorFlow
ML Tools: Scikit-learn · MLflow · Optuna · Weights & Biases · OpenCV · YOLO
Data Stack: Airflow · Kafka · NiFi · Cassandra · PostgreSQL · BigQuery · Parquet · Informatica · Datastage
DevOps: Docker · Kubernetes · Git · Bitbucket · Azure Cloud · CI/CD · Linux CLI
Concepts: Machine Learning · NLP · LLMs · Agents · RAG · MLOps · Data Engineering · OOP · Test Automation


📂 Featured Projects

  • 🧠 Customer Churn Prediction (CatBoost, SHAP, LOFO)
  • 📚 LLM-powered RAG Chatbot System (LangChain + FAISS)
  • 🤖 Netflix Recommendation Agent (Agent-Based Modular System)
  • 🌦️ Weather ETL Pipeline (REST API → PostgreSQL → Flask Visualization)

👉 Browse all projects on GitHub →


🤝 Let's Connect

  • 🚀 Looking for: AI Engineer / LLM Engineer / Python Developer roles (Full-time / Remote / Freelance)
  • 🧩 Open to: LLM research collaborations, automation projects, and open-source contributions
  • 💬 Always happy to connect with engineers, startups, and AI enthusiasts!

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  1. OzgurBAkyol OzgurBAkyol Public

    Config files for my GitHub profile.