Joonhyung Cho
머신 러닝 엔지니어 at KREAM Corporation
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolJoonhyung Cho is a machine learning engineer with 9 years of experience applying research-grade ML to production recommendation and ranking systems across e-commerce and delivery platforms. He has an academic track record (one domestic and six international papers, multiple conference presentations, and 400+ citations) and practical impact building real-time banner recommendation, sequential recommenders, and lightweight inference pipelines at MUSINSA, Yogiyo, and KREAM. His work spans classical and deep methods—LightGBM, XGBoost, DeepFM, BERT4Rec and model compression techniques like progressive layer dropping—plus big-data engineering with PySpark. He has repeatedly turned research ideas into deployed features (e.g., dynamic take-rate scoring, review-ranking with multimodal signals, and 16 distinct recommender models), and was recognized internally as a Tech Star. A full-scholarship undergraduate and former research officer, he blends rigorous academic training from Yonsei with hands-on product delivery in Seoul.
9 years of coding experience
4 years of employment as a software developer
Exchange Student, Exchange Student at Northern Kentucky University석박통합 박사수료 Information & Industrial Engineering, 석박통합 박사수료 Information & Industrial Engineering at Yonsei UniversityBachelor's degree (Major) Information System (Duble Major) Industry Management Engineering, Bachelor's degree (Major) Information System (Duble Major) Industry Management Engineering at Hansung University
Github Skills (14)
data-structure7
java7
data-structures7
algorithm6
jpa6
spring-boot6
spring5
cpp5
javascript5
react4
python3
typescript1
mongodb1
nodejs1
Programming languages (4)
Github contributions (5)
Jonny-Cho/data-processor
Mar 2022 - Mar 2022
URL 파싱 후 데이터 가공하기 연습
Contributions:42 commits, 22 PRs, 14 pushes in 1 day
python
Jonny-Cho/React-NumberBaseball
Jun 2020 - Feb 2022
React-NumberBaseball
Contributions:14 PRs, 16 pushes, 1 branch in 1 year 8 months
reactjsjavascriptreact
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.