Seungbin Lee
Software Engineer at Yanolja
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSeungbin Lee is a seasoned software engineer based in Seoul with 10 years of experience specializing in e-commerce search, information retrieval, and machine learning. He has built production-ranking systems and ML models—spell correction, keyword generation, category classification, and local click estimation—at scale for major Korean platforms like Yanolja and Coupang. Proficient in Java, Spring, Elasticsearch/Solr, Scala, Spark, Python, Hive and Kotlin, he also designed ETL pipelines and a ranking-quality evaluation pipeline enabling quantitative improvements. His work reduced search tail latency substantially (P99.9 -60%, P99 -20%) while surfacing long-tail items via targeted ranking features. Trained with a master’s in computer science, he combines research-grade modeling instincts with pragmatic, performance-first engineering for high-traffic e-commerce search.
10 years of coding experience
2 years of employment as a software developer
Master's degree, Computer science and engineering, Master's degree, Computer science and engineering at 서강대학교
English, Korean
Github Skills (11)
computer-vision8
torchvision7
video-understanding7
datasets7
machine-learning7
pytorch6
action-recognition6
segment6
temporal6
deep-learning5
tensorflow3
Programming languages (1)
Github contributions (5)
mercileesb/delf_tensorflow
Feb 2018 - Mar 2018
Contributions:14 commits, 12 pushes, 1 branch in 27 days
howawindelu/dive-into-deep-learning
Oct 2020 - Mar 2021
Contributions:18 commits, 18 pushes in 5 months
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