Doyoon Kim

Python, Go, FastAPI, PostgreSQL, Redis, Docker, Kubernetes, AWS, PyTorch, Hugging Face, LangChain, LangGraph, RAG, MCP, vLLM, Ollama, and LLM evaluation.

Exploring MCP, agentic workflows, local LLMs, and better ways to evaluate AI agents. Lately, I’m especially interested in what actually survives beyond the demo.

Building AI agents and RAG pipelines at Knowverse, with a focus on local LLMs, evaluation, tool use, and running AI reliably in private enterprise environments.

Always up for discussions about LLMs, AI agents, RAG, open-source AI, and backend engineering. Happy to compare experiments, failures, benchmarks, and lessons learned.