Kwangmin Kim
AI Engineer / Data Scientist · enterprise AI platforms (RAG · LLM agents), backed by rigorous evaluation.
Seoul, South Korea
English · 한국어
I am an AI Engineer / Data Scientist with 7+ years of experience. I architect and build enterprise AI platforms end-to-end — RAG, LLM agents, and NLP — and I back them with statistically rigorous evaluation. My foundation is biostatistics (M.S., Columbia) applied to diagnostics, so I care as much about measuring a system as building it.
- AI/LLM Engineering — multi-agent RAG platforms (Self-RAG / CRAG / Graph RAG), self-built orchestration harnesses, and LLM-as-judge evaluation pipelines. I build systems that are grounded and measured, not demos.
- Data Science — experiment design, causal inference, survival analysis, and deep learning / NLP, documented across 1,900+ in-depth technical articles on the theory behind the practice.
Along the way I have filed 7 patents (first inventor on 4) and received an R&D President’s Award (Seegene) and the Chair’s Award in Biostatistics (Columbia).
See my CV and projects for details, the blog for depth, and GitHub / LinkedIn to connect.