Hi there 👋 I'm Jeffrey Kim (Dongkyu Kim) and I am RAG expert.
- 🔭 I am making AutoRAG, which is RAG AutoML tool.
- RAG optimization
- RAG evaluation
- RAG data creation
- Efficient inference of AI models and LLMs
- Build python project from zero base
- Manage open source community
- Techincal writing
AutoRAGAutoRAG - AutoML tool for RAG. Actively developing. Building business with it.NomaDamasawesome-korean-llm - Awesome list of Korean LLM models.NomaDamasKICE-slayer-AI-Korean - Prompt Engineering for solving KSAT (수능) Korean problems.NomaDamasRAGchain - Building advanced Document Q&A framework. Fastest way to build DQA system with power of LLMs.EDAIIn-game PPL Solution - Unity SDK for in-game advertising. Build thechnologies for meausring valid impressions of in-game advertisements.EDAIdolGAN - Researching and developing super resolution model for restoring K-pop girl group idols.EDAKID-F - Making high quality face image dataset of K-pop female idol.Whew-AI Inc.Kikic - Developed random chat app using video AI that analyze human emotions. Android front-end, ML & back-end integration to Android.Whew-AI Inc.Doridori Counter - Developed automatic human head shacking detector using facial landmarks and peak detectionWhew-AI Inc.kongDak AI Development - Developed face chat which measures attractiveness score for couplesWhew-AI Inc.RubyRuby App Development - Developed baby health measurement app using rPPG & facial landmark detectionWhew-AI Inc.rPPG - Improved rPPG accracy (SOTA at UBFC-rPPG dataset)Markr Inc.Auto-orion - Developed AutoML for TadGAN
- 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
🎀 Competitions
KaggleTabular Playground - Feb 2021 6/1433 CodeDaconJob Care Recommendation Algoritm Competition 15/728 CodeDaconHan River Water Level Prediction Competition 16/308KagglePetFinder.my - Pawpularity Contest 453/3545KaggleCassava Leaf Disease Classification 1275/3900 CodeKaggleAmerican Express - Default Prediction 481/4875 🥉Bronze Medal
PCEOCardiovascular Disease Presence PredictionPCEOSimple Korean MNISTPCEO AI CLUBTest Score Prediction CodePCEO AI CLUBCar Accident Severtiy Classification Code