Hello, I am a Data Scientist. My research focuses on addressing epistemic uncertainty that arises in data analysis and AI applications, primarily using Bayesian methods. My main research area is recommender systems. I became interested in this field by recognizing the conceptual parallels between my undergraduate training in Economics—particularly in modeling consumer preferences and choices—and personalized algorithms that infer user preferences and recommend items. Looking ahead, I plan to extend my research into auction theory, which incorporates Bayesian approaches within a game-theoretic framework.
TOPIC
Matching Problem
Personalization
Information Uncertainty
AI APPLICATION
Recommendation
DATA MINING
Bayesian Deep Learning
M.A. in Data Science, 2023.09 - 2025.08
Advisor: Prof. Lee, Je-Hyuk
The Graduate School, Kookmin Univ., South Korea
B.A. in Economics, 2016.03 - 2023.08
College of Economics & Commerce, Kookmin Univ., South Korea