Applied AI Developer working on open-source LLM applications.
- Agents & tool calling — MCP servers, multi-step agents with structured outputs, retries, and guardrails
- RAG — chunking, hybrid retrieval, re-ranking, grounded citations, eval-driven iteration
- Local & cloud inference — Ollama and vLLM alongside OpenAI / Anthropic
- Production — Python, FastAPI, Docker; tracing, evals, and cost/latency monitoring built into every project
Python · TypeScript · MCP · Ollama · RAG · Fine-tuning · Tool Calling · Structured Outputs · LLM Evaluation




