Welcome!
Hello and welcome to my academic homepage. I am currently a Master’s student at the KAIST Graduate School of Digital Humanities and Computational Social Sciences, specializing in labor economics and the application of machine learning in social science research.
This site provides an overview of my research projects, academic presentations, and publications.
Education
M.S. in Digital Humanities & Computational Social Sciences, KAIST, South Korea
Advisor : Jun Hyung Kim
B.A. in Economics, Yonsei University (Graduated in 7 semesters)
Exchange semester: Saint Petersburg State University (Fall 2023)
Current Projects
"Fertility and Employment Transitions in Russia: A Hidden Markov Model Analysis"
Presented at: 7th RLMS-HSE User Conference (2025)
"Understanding Korea’s Fertility Crisis: Evidence from Hidden Markov Models of Young Adulthood"
Presented at: Korean Population Association Spring Conference (2025)
Presented at: Korean Association for Public Administration International Conference (2025)
"Energy Uncertainty and Healthcare Utilization: The Impact of Oil Price Volatility on Outpatient Visits in South Korea"
Presented at: Korean Society for Health Informatics and Statistics Spring Conference
"Motivated or Demotivated? A Multichannel Hidden Markov Analysis of Korean Adolescents’ School Satisfaction, Peer Time, and Teacher Rapport"
Sole author
Submitted and Accepted to the 14th Korea Children and Youth Panel Survey (KCYPS) Conference
"Unequal Costs of a Second Chance: Retaking the College Entrance Exam and Labor Market Outcomes in South Korea"
With Komila Shernazarova and Jun Hyung Kim
Submitted and Acceptedto the 19th KEDI Data Research Conference
"Where Do Gaps in Youth Employment Outcomes Come From?"
With Zhang Tongxin
Submitted and Accepted to the 2025 KRIVET Panel Academic Conference
"Soft Skills in an Academic Credential Society: How Non-Cognitive Skills Moderate the Returns to Literacy and Numeracy in Korea"
With Jun Hyung Kim
Submitted and Accepted to the 2025 PIAAC Korea Conference
2nd Best Student Presentation, 2025 Korean Association for Public Administration International Conference
Presentation: Understanding Korea’s Fertility Crisis: Evidence from Hidden Markov Models of Young Adulthood
Yonsei University: Outstanding International Student Scholarship, Kim Dong-jun Scholarship
Teaching Assistantships
Contemporary Social Theory
Theory and Practice of Statistics for the Humanities and Social Sciences Undergraduate level
Theory and Practice of Statistics for the Humanities and Social Sciences Graduate level
Core Topics in Social Sciences