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followers: 39.0 following: 22.0 repos: 34.0 gists: 0.0

Name: Jeffrey (Dongkyu) Kim

Type: User

Company: @Marker-Inc-Korea

Bio: AI Engineer / Kaggle Expert

Twitter: autorag_jeffrey

Location: Seoul, South Korea

Blog: https://vkehfdl1.github.io/

Hi there 👋 I'm Jeffrey Kim (Dongkyu Kim).

🔭 I am making AutoRAG.

My blog

🤩 Skills

Languages

AI

Others...

💼 Projects

Marker Inc. AutoRAG - AutoML tool for RAG.
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 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 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 accracy (SOTA at UBFC-rPPG dataset)
Marker Inc. Auto-orion - Developed AutoML for TadGAN

Contributions

facebookresearch/nougat
run_llama/llama-index

🎀 Competitions

Challenged

Kaggle Tabular Playground - Feb 2021 6/1433 Code
Dacon Job Care Recommendation Algoritm Competition 15/728 Code
Dacon Han River Water Level Prediction Competition 16/308
Kaggle PetFinder.my - Pawpularity Contest 453/3545
Kaggle Cassava Leaf Disease Classification 1275/3900 Code
Kaggle American Express - Default Prediction 481/4875 🥉Bronze Medal

Hosted

PCEO Cardiovascular Disease Presence Prediction
PCEO Simple Korean MNIST
PCEO AI CLUB Test Score Prediction Code
PCEO AI CLUB Car Accident Severtiy Classification Code

Jeffrey (Dongkyu) Kim's Projects

-pceo-ai-club-competition-2nd

PCEO AI CLUB competition about classification at tabular data.

app_develope_study

군대에서 내가 이걸하고 있다는게 레전드

auto-evaluator

awesome-rag

calm

CUDA/Metal accelerated language model inference

capstone-chatbot

cassava_disease_classification

Solution for Cassava Competition 2020 at Kaggle. Korean explanation included.

covid-19-linear-regression

simple covid-19 linear regression. (Just for improving my skill)

dc_programming_assignment_2

repo for Kyung hee Univ. SWCON22100 Datacenter Programming Assignment 2

deblur_autoencoder_selfie

fancam-station

Fancam Station for my own productivity

fssn_grpc

fssn_grpc_proto

protobuf for FSSN grpc assignments

fssn_grpc_server

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

hufs_cafeteria_slack_bot

외대학식 매일 보기 귀찮아서 만드는 슬랙봇

idolgan-gui

GUI for IdolGAN with HiFaceGAN

k-g-oat

IA3방식으로 KoAlpaca를 fine tuning한 한국어 LLM모델

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

khu_ml_hw05

KHU Machine Learning Project - hw05

llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

openai-express

Max speed of openai call in tpm & rpm limitation.

pceo-ai-club-competition-1st

PCEO AI CLUB competition about regression at tabular data.

pceo_startup_simulation

need to work with ceobank admin page

rem-ragchain

Talks to rem with LLM. Using RAGchain for RAG process. Search your record, talk to LLM.

sem_score_benchmarking

Benchmark for Sem Score that capable of RAG with Eli5 dataset.

tabular-2021.2

Kaggle Tabular Playground - Feb 2021 6th place solution

tart

Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.

test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

tokenlog

Python logger for tokens.

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