About me
Hi, I’m a South Korean student who has grown up in Korea and Mexico. I am a Master’s student in Graduate School of Data Science at KAIST. I have conducted research in diverse environments, including KAIST and during my exchange program at Georgia Tech X Emory. Over the past few years of research, I have worked on
- Explainable Deep Clustering in Finance
- LLM-based Recommender Systems in E-commerce
- Wearables in Neurodegenerative Diseases Detection
My research interest lies in Data Science and Wearable Technology, particularly within the domain of healthcare. Currently, I’m focused on Sensor Data Science and Wearable Foundation Model, leveraging AI for the betterment of disease early screening and intervention in daily life.
- Sensor Data Science
- Wearables & Foundation Models
- Physical AI
News
- 2026.03 Started a Master’s program at KAIST, IC Lab
- 2025.06 Started a research internship at KAIST, IC Lab
- 2024.08 Started a research internship at GeorgiaTech X Emory, ViTAL Lab
- 2024.06 Awarded 2024 South Korea-US STEM Exchange Program Scholarship by the Ministry of Trade, Industry, and Energy
- 2024.02 I got accepted to GeorgiaTech for an exchange program this coming 2024 Fall!
- 2023.12 Started a research internship at KAIST, DSAIL
- 2023.12 A co-first author paper got accepted at EAAI Vol 128
- 2022.06 Started a research intership at KAIST, Financial Engineering Lab
Publications
Visual Accessibility Through Open Shelving: Impacts on Cognitive Load, Motivation, Physical Activity, and User Perception in Older Adults with Mild Cognitive Impairment [Link]
Ibrahim Bilau, Bonwoo Koo, Esther Fu, Wendy Chau, Hyeokhyen Kwon, Eunhwa Yang
Journal of Aging and Environment, Nov 2025
Network-based Exploratory Data Analysis and Explainable Three-stage Deep Clustering for Financial Customer Profiling [Link]
Insu Choi*1, Woosung Koh*1, Bonwoo Koo*1, Woo Chang Kim*2
Engineering Applications of Artificial Intelligence, Volume 128, Feb 2024
Honors and Awards
- 2024 South Korea-US STEM Exchange Program Scholarship
- Organization: Ministry of Trade, Industry, and Energy, South Korea
- 2023 KimYoungHan Global Leader Scholarship
- Organization: KAIST Scholarship Organization
- 2022 3rd place - NH Investment & Securities Big Data Competition
