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yigitsokel1/README.md

Hey, I'm Osman Yiğit Sökel 👋

Building inspectable AI systems, workflows, and developer tooling.

I work around AI workflow engineering, retrieval systems, observability, and local-first developer tools.

Focus

  • Inspectable AI workflows
  • Retrieval systems and semantic search
  • AI observability and debugging
  • Developer tooling
  • Backend and infrastructure-minded systems

Currently

  • Software Engineer at BluePython
  • Building projects around AI systems, workflow visibility, and retrieval
  • Writing at osmanyigitsokel.com

Links

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  1. agent-memory-lab agent-memory-lab Public

    Research lab for AI agent memory retrieval, hybrid ranking, semantic drift, and adaptive retrieval policies.

    Python

  2. mindmap-ai mindmap-ai Public

    Graph-based research copilot for turning academic PDFs into inspectable semantic knowledge graphs with evidence-backed Q&A.

    Python

  3. promptura promptura Public

    Iterative prompt optimization playground for multimodal generation workflows, provider execution, and feedback-based refinement.

    TypeScript

  4. screenshot-intelligence screenshot-intelligence Public

    Multimodal UI screenshot analyzer that turns screenshots into inspectable sections, components, UX feedback, and frontend structure.

    TypeScript

  5. semanticfs semanticfs Public

    Local-first semantic search CLI for indexing and searching notes by meaning, fully offline after setup.

    Python

  6. trace-ai trace-ai Public

    Inspectable AI workflow observability dashboard for tracing steps, latency, metadata, and retrieval context.

    TypeScript