Applied AI Developer working on open-source LLM applications.
- Agents & tool calling — MCP servers, multi-step agents
- RAG — chunking, hybrid retrieval, re-ranking, grounded citations
- Local & cloud inference
- Production — tracing, evals, and cost/latency, monitoring built
Python · TypeScript · MCP · RAG · Tool Calling · LLM Evaluation




