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Se Choi is a Senior Site Reliability Engineer at LINE Plus Corp since October 2017 and has been with Kakao Corp as a ?? since November 2002. Se Choi has extensive experience in developing and managing systems for real-time user behavior recommendations, container orchestration, and big data ecosystems, including Hadoop and Hive. Key projects include building personal recommendation systems, advertising support systems, and analytics service systems, as well as developing web content management and eLearning management systems.