Bobb Kim
AI Engineer at Runbear
Seoul, South Korea
Summary
🤩
Rockstar🎓
Top SchoolBobb Kim is an AI engineer based in Seoul who builds practical LLM-driven agents to eliminate repetitive Slack and email bottlenecks for teams. With 4 years of experience across startups and open source, he created AutoRAG — an automatic RAG evaluation and optimization framework that earned 4.6k+ GitHub stars and became the foundation for a commercial product. At Runbear he focuses on grounding responses in real documentation and tribal knowledge to avoid confident-but-wrong AI outputs. His background includes co-founding ventures and shipping multiple open-source RAG tools (RAGChain, Kice-Slayer) and applied research with Korea’s NIA, blending product instincts with research rigor. A digital nomad and cafe coder, he’s as comfortable shipping production agents as he is iterating on prompt and retrieval strategies.
4 years of coding experience
2 years of employment as a software developer
학사, 전자공학, 컴퓨터공학, 학사, 전자공학, 컴퓨터공학 at Kyung Hee University
Github Skills (17)
document-layout-analysis10
python10
evaluation10
open-source10
benchmarking10
llm10
retrieval-augmented-generation10
automl10
pipeline10
optimization10
ocr9
nlp8
pytorch8
tensorflow7
deep-learning6
Programming languages (4)
Github contributions (5)
bwook00/bwook00
Dec 2021 - Mar 2025
Contributions:15 pushes, 1 branch in 3 years 3 months
NomaDamas/awesome-korean-llm
Aug 2023 - Oct 2023
Awesome list of Korean Large Language Models.
Contributions:3 reviews, 4 PRs, 5 pushes in 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.