Hi there 👋 I'm Jeffrey Kim (Dongkyu Kim) and I am open-source enthusiast in the AI field.

• 🔭 I was leader & maker of AutoRAG, which is RAG AutoML tool. (4.1k+ Github Stars⭐)
• 🍙 I am a leader of NomaDamas, which is an open-source AI HackerHouse in Seoul backed by Markr AI.
• ✏️ I am a research intern at the KAIST AI DAVIAN lab.

• RAG optimization
• RAG evaluation
• RAG data creation
• Efficient inference of AI models and LLMs
• Build a Python project from scratch
• Manage open source community
• Technical writing

• AutoRAG AutoRAG - AutoML tool for RAG. (4.1k+ Github Stars⭐)
• Rice-Bobb KoDarkBench - Korean version of Dark Bench. Analyze the dark patterns of K-LLMs.
• Rice-Bobb ClueHunter - Chrome extension to find the evidence from the cited webpage automatically.
• NomaDamas awesome-korean-llm - Awesome list of Korean LLM models.
• NomaDamas KICE-slayer-AI-Korean - Prompt Engineering for solving KSAT (수능) Korean problems.
• NomaDamas RAGchain - Building advanced Document Q&A framework. Fastest way to build a DQA system with the power of LLMs.
• EDAI In-game PPL Solution - Unity SDK for in-game advertising. Build technologies for measuring valid impressions of in-game advertisements.
• EDA IdolGAN - Researching and developing super resolution model for restoring K-pop girl group idols.
• EDA KID-F - Making high quality face image dataset of K-pop female idols.
• Whew-AI Inc. Kikic - Developed a random chat app using video AI that analyzes human emotions. Android front-end, ML & back-end integration to Android.
• Whew-AI Inc. Doridori Counter - Developed an automatic human head shaking detector using facial landmarks and peak detection
• Whew-AI Inc. kongDak AI Development - Developed face chat which measures attractiveness score for couples
• Whew-AI Inc. RubyRuby App Development - Developed baby health measurement app using rPPG & facial landmark detection
• Whew-AI Inc. rPPG - Improved rPPG accuracy (SOTA at UBFC-rPPG dataset)
• Markr Inc. Auto-orion - Developed AutoML for TadGAN

• AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline

• facebookresearch/nougat
• run_llama/llama-index

• Workshop at Uber about AutoRAG
• AWS Gen AI day
• Pie & AI Seoul with GS & LlamaIndex - Tips for Korean RAG optimization and evaluation
• Pycon KR 2024 - The story to reach Github star 1.5k
• AUSGCON 2024 - 휴학, 디지털 노마드, AI, 그리고 깃허브 스타 1.3k
• TeddyNote Youtube Live - Talked about AutoRAG and RAG optimization
• PseudoCon AutoRAG Booth
• Gen AI Tools Infra & Open Source Demo Days - The BEST component for your RAG system
• RAG&AI community in Seoul - Talked about why I made AutoRAG and how to contribute to open source