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About Me

I'm a machine learning engineer working on medical AI projects at Medical Center.

Areas of Interest

  • ๐Ÿš€ Full Stack AI (Data Engineering, MLOps, ...)
  • ๐Ÿ Automation with Python

sohn's Projects

get-started-with-jax icon get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

interviews.ai icon interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

kochatgpt icon kochatgpt

ChatGPT์˜ RLHF๋ฅผ ํ•™์Šต์„ ์œ„ํ•œ 3๊ฐ€์ง€ step๋ณ„ ํ•œ๊ตญ์–ด ๋ฐ์ดํ„ฐ์…‹

kogpt2-finetuning icon kogpt2-finetuning

๐Ÿ”ฅ Korean GPT-2, KoGPT2 FineTuning cased. ํ•œ๊ตญ์–ด ๊ฐ€์‚ฌ ๋ฐ์ดํ„ฐ ํ•™์Šต ๐Ÿ”ฅ

koreda icon koreda

EDA๋ฅผ ํ•œ๊ตญ์–ด ๋ฐ์ดํ„ฐ์—์„œ๋„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋„๋ก WordNet์„ ์ถ”๊ฐ€

kornludatasets icon kornludatasets

KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding

lightweight-waste-classifier icon lightweight-waste-classifier

โ€œ์ดˆโ€๊ฒฝ๋Ÿ‰ ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜๊ธฐ ํ”„๋กœํ† ํƒ€์ดํ•‘(Streamlit, FastAPI)

machine-learning icon machine-learning

๋จธ์‹ ๋Ÿฌ๋‹ ์ž…๋ฌธ์ž ํ˜น์€ ์Šคํ„ฐ๋””๋ฅผ ์ค€๋น„ํ•˜์‹œ๋Š” ๋ถ„๋“ค์—๊ฒŒ ๋„์›€์ด ๋˜๊ณ ์ž ๋งŒ๋“  repository์ž…๋‹ˆ๋‹ค. (This repository is intented for helping whom are interested in machine learning study)

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

slicerdocker icon slicerdocker

Build, package, test, and run 3D Slicer and Slicer Extensions in Docker.

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