Hye Shim
Staff Machine Learning Engineer at Coupang
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolHye Shim is a Staff Machine Learning Engineer based in Seoul with eight years of experience building production-grade relevance systems for advertising using LLMs, deep learning, and embedding techniques. Rising through backend and full-stack roles at Coupang and startups, she blends systems engineering discipline with applied ML to ship scalable, latency-sensitive models. Her background in physics and data science gives her a quantitative edge for feature engineering and model interpretation. Notably, she transitioned from freelance and full-stack work into specialized ML roles, showing a practical end-to-end perspective from user-facing services to model deployment.
8 years of coding experience
8 years of employment as a software developer
Bachelor's degree Physics, Bachelor's degree Physics at Yonsei UniversityData Science, Data Science at Fast campus (패스트캠퍼스)
Japanese, English, Korean, 프랑스어
Github Skills (9)
conda4
python4
docker2
optimizer2
programming-language2
sphinx2
sphinx-extension2
sphinx-doc1
documentation1
Programming languages (2)
Github contributions (5)
s132048/docs-korean-sqlalchemy
Dec 2017 - Jun 2019
Contributions:2 PRs, 6 pushes in 1 year 5 months
contribution-guidelinesguidelineslink
s132048/docs-korean-conda-docs
Nov 2017 - Mar 2018
Contributions:8 PRs, 33 pushes, 1 branch in 3 months
conda
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