Selected work

Projects

Agentic AI systems, RAG infrastructure, and the platform work that ships them.

More on GitHub.

  • Tokenria

    A local tool that breaks down LLM token spend by structural category, covering cache, tools, history, and output, and separately tracks how much of what a model generates actually gets used.

    • Python
    • LLM Cost Analysis
    • Tooling
    View on GitHub  →

  • Civic Shield MCP

    An AI-powered digital rights risk analyzer for activists, built as an MCP tool so it plugs directly into agentic workflows.

    • Python
    • MCP
    • Agentic AI
    View on GitHub  →

  • Azure AI Search Agentic Retrieval

    A RAG chatbot built on Azure AI Search, combining agentic retrieval with grounded, guardrailed responses.

    • Python
    • RAG
    • Azure AI Search
    View on GitHub  →