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jaguuai/README.md

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Ayşe Yılmaz

AI Developer | LLM Engineer | NLP | Quantum AI

I develop production-grade AI applications with a focus on Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Multi-Agent Systems, and Intelligent Document Processing.

My research interests lie at the intersection of Artificial Intelligence and Quantum Computing, with a focus on Quantum Machine Learning, hybrid quantum-classical architectures, and efficient optimization techniques.


Areas of Expertise

  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • Multi-Agent Systems
  • Intelligent Document Processing
  • OCR + LLM Pipelines
  • Prompt Engineering
  • FastAPI
  • LangChain
  • Hugging Face
  • OpenAI API
  • Neo4j
  • Vector Databases
  • Quantum Machine Learning

Technology Stack

Languages

Python • C# • SQL • JavaScript

AI & Machine Learning

PyTorch • TensorFlow • scikit-learn • LangChain • Hugging Face • OpenAI API

Quantum Computing

Qiskit • PennyLane

Backend

FastAPI • REST APIs • Streamlit

Databases

Neo4j • PostgreSQL • MySQL

Cloud & Tools

AWS • Git


Featured Projects

  • AI-powered Document Processing
  • Multi-Agent Banking Automation
  • Retrieval-Augmented Generation (RAG)
  • Quantum Computing Experiments
  • LLM Applications

GitHub Statistics


"Nature isn't classical, and if you want to make a simulation of nature, you'd better make it quantum."

— Richard P. Feynman

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