About Me
My academic and research interests lie at the intersection of statistics and machine learning. I am particularly interested in applying statistical principles to deep learning models to uncover latent structures and patterns within empirical data.
Research Interests
- Statistical Machine Learning
- Survival Analysis
- Applied Data Science
Milestones
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2023.1
– 2024.06
Undergraduate Researcher at UNIST Data Analytics Lab
Project: Developing user satisfaction metrics for LG Upgradable home appliances
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2024.05
–
2024 Spring Korea Data Mining Society
Assessing User Retention of Connected Home Appliances: Survival Analysis
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2019.02
– 2025.02
B.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)
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2025.03
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M.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)
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2025.06
–
2025 Spring Joint Academic Conference
Statistical Modeling of Rolling Retention via Recurrent Survival Analysis
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2025.07
– 2025.08
AI Consultant at Rinno Aluminum Co., Ltd.
Project: Process optimization using LightGBM and SHAP interpretation
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– 2026.8
Visiting Researcher at Georgia Institute of Technology
Advised by Prof. Kamran Paynabar (ISyE department)
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2025.1
–
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2025.1
–
INFORMS Annual Meeting 2025
Nonparametric and Recurrent Survival Models for User Retention
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2026.05
–
IISE Annual Conference & Expo 2026
The Grace Period Kaplan-Meier (GP-KM): A Consistent Survival Estimator for Customer Retention