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hamurda/README.md

Hi, I’m Damla

Backend engineer focused on Python and LLM integration. I build real tools with AI APIs, write about what I actually learn, and document the decisions that aren't in the docs.

Currently: building a multi-tenant RAG chatbot in production (FastAPI, PostgreSQL, pgvector — one pilot customer live), writing about the architecture decisions on Dev.to.


What I Work With

Python · FastAPI · Django · PostgreSQL · OpenAI API · Anthropic API · Google Gemini API
RAG systems · MCP servers · n8n · AWS · Docker


Writing

I write about Python, LLM integration, and the messy middle where the official docs run out. · Dev.to


Connect

LinkedIn · Dev.to

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  1. llm-policy-analyzer llm-policy-analyzer Public

    A Gradio app that evaluates privacy policies against 12 key GDPR articles

    Python

  2. rag-insights-mcp rag-insights-mcp Public

    MCP server that tracks questions a RAG chatbot can't answer

    Python

  3. python-to-cpp-agent python-to-cpp-agent Public

    A 3-agent pipeline that translates Python to C++ and verifies correctness, no compiler required.

    Python

  4. practice-quest practice-quest Public

    Takes your weekly piano tasks and weaves them into an atmospheric quest narrative, powered by OpenAI.

    JavaScript