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yamtimor/README.md

👋 Hey, I'm Yam

I work on AI systems - agents, retrieval, and graph-based reasoning.
I focus on building small, practical tools that explore how these systems behave in real-world use cases. I use GitHub as a place to test ideas, ship fast iterations, and learn in public.

🧩 Background

  1. AI Engineering - agent workflows, retrieval, graph-structured reasoning
  2. Data & Backend Engineering - pipelines, APIs, and systems in Python/Kotlin
  3. Jazz & Investing - I have a serious background in both fields and often build tools that draw on them as real-world domains

🔧 Current Projects

  • wsb-sentiment-agent - LLM-powered sentiment extraction
  • jazz-graph-agent — A jazz-inspired Social Network Analysis agent that maps the deep structure of jazz history: nodes = musicians, edges = collaborations, filters = years/events — revealing hidden hubs & movements
  • BirdLane - Soon...

📬 Contact

If you're exploring AI engineering, agent systems, or graph-based approaches, feel free to reach out.

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  1. BirdLane BirdLane Public

    Kotlin DSL for expressive, code-first data pipelines, inspired by jazz.

    Kotlin 8

  2. Andrew-Jang/RAGHub Andrew-Jang/RAGHub Public

    A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

    1.5k 134

  3. jazz-graph-agent jazz-graph-agent Public

    LLM-powered agent that maps jazz musicians into a social-network graph, with collaborations, SNA metrics, and interactive visualizations.

    Python 4