Hi there π I'm Jeffrey Kim (Dongkyu Kim) and I am RAG expert.
- π 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
AutoRAG
AutoRAG - AutoML tool for RAG. Actively developing. Building business with it.NomaDamas
awesome-korean-llm - Awesome list of Korean LLM models.NomaDamas
KICE-slayer-AI-Korean - Prompt Engineering for solving KSAT (μλ₯) Korean problems.NomaDamas
RAGchain - Building advanced Document Q&A framework. Fastest way to build DQA system with power of LLMs.EDAI
In-game PPL Solution - Unity SDK for in-game advertising. Build thechnologies for meausring 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 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 - ν΄ν, λμ§νΈ λ Έλ§λ, AI, κ·Έλ¦¬κ³ κΉνλΈ μ€ν 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
π Competitions
Kaggle
Tabular Playground - Feb 2021 6/1433 CodeDacon
Job Care Recommendation Algoritm Competition 15/728 CodeDacon
Han River Water Level Prediction Competition 16/308Kaggle
PetFinder.my - Pawpularity Contest 453/3545Kaggle
Cassava Leaf Disease Classification 1275/3900 CodeKaggle
American Express - Default Prediction 481/4875 π₯Bronze Medal
PCEO
Cardiovascular Disease Presence PredictionPCEO
Simple Korean MNISTPCEO AI CLUB
Test Score Prediction CodePCEO AI CLUB
Car Accident Severtiy Classification Code