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fbkaragoz/README.md

Fatih Burak Karagöz

AI/ML & NLP researcher turning ideas into production systems.

karagoz.io · betterquery.app · orqel.com


Currently building

  • BetterQuery — analytics co-pilot that pairs analysts with LLM agents
  • Orqel — adaptive automation for creative operations teams

Focus areas

  • Retrieval-augmented generation pipelines for knowledge-dense corpora
  • Agentic systems that keep researchers, data, and product feedback in sync
  • MLOps patterns that make NLP models observable and reliable in production

Toolbox vibes Python PyTorch Transformers LangChain Weights & Biases DuckDB Prefect

What's next

  • Scalable knowledge graphs that mix private and public data streams
  • Evaluating “human + model” collaboration patterns in analytics teams

GitHub 3D contributions

The graph below updates automatically every night. It’s rendered with github-profile-3d-contrib.

3D Contribution Graph

Pinned Loading

  1. colors_assignments colors_assignments Public

    Forked from colors-lab/colors_assignments

    Assignments to make new members and undergrad students who wants to work with robots familiar with ROS and CoppeliaSim.

    C++

  2. ottoman-ner ottoman-ner Public

    Ottoman Language Name Entity Recognition toolkit

    Python 5 1

  3. nocode nocode Public

    Open Source version of NoCode IDE

    Python 2

  4. skippy skippy Public

    A synchronous multi-platform agent

    Python 3

  5. durak durak Public

    Durak is an open-source modular Turkish NLP preprocessing toolkit

    Python 2 1