Hi there! I’m dreaming of becoming a Data Scientist, specializing in Recommender Systems. While pursuing undergraduate degree in Economics, I became attracted to research on consumers’ preferences and choices. So, during master's course, I conducted a study on recommender systems, curating items that match consumer preferences. Specifically, I focused on improving performance in constrained environments caused by epistemic uncertainty. Now, I am broadening my research by applying recommender system techniques to solve matching or ranking problem in diverse domains, such as click-through rate prediction, information retrieval, and beyond.
TOPIC
Matching Problem
Ranking Problem
Personalization
Information Uncertainty
AI APPLICATION
Recommendation
CTR
Information Retrieval
DATA MINING
Bayesian Deep Learning
Graph Neural Networks
B.A. in Economics, 2016.03 - 2023.08
College of Economics & Commerce, Kookmin Univ., South Korea
2025 치안 AI & 데이터 분석 전문가 양성 과정, 2025.05 - 2025.06
Teaching Assistant
Graduate School of Business, Kookmin Univ., South Korea