About

Sungwook Yoo

I am currently working as a software engineer at Naver Co., Ltd. specializing in e-commerce domain AI research and modeling. My role as a software engineer is to:

AI modeling for high performance that meets planning intent of e-commerce domain
Research to understand recent technological trends
Develop common logic for time and memory efficiency

I have expertise in optimizing machine learning (or deep learning) models for high performance and speed, while staying up-to-date with the latest trends in the field. I constantly analyze domain-specific characteristics to optimize recommender systems for the target service, and I conduct research to find solutions to optimization challenges. Additionally, I stay informed about the latest trends and research papers related to advanced recommendation systems (also known as personalized recommendation). I am eager to share my accumulated knowledge and expertise with the research team to foster synergy and stay ahead of the latest technological advancements. Although my primary focus is on back-end programming, I also possess basic front-end skills, as I have experience building end-to-end models for recommendation services in my work. Furthermore, as a hobby, I occasionally engage in front-end programming when blogging.

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