About me

Hi, I’m a South Korean student who has grown up in Korea and Mexico. I am a senior in the Department of Industrial & Systems Engineering 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

My research interest lies in Data Science and Wearable Technology, particularly within the domain of healthcare. Currently, I’m focused on Multi-modal AI and Sensor Data Science, leveraging AI for the betterment of clinical decision-making and daily life monitoring. I aim to utilize AI to address challenges faced by the aging population, especially in Mental Health and Brain Health.

Deep Learning in Sensor Data Science
Wearables & Human Activity Recognition
Affective Computing
Brain-Computer Interface

News

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

Quantifying Mild Cognitive Impairments in Older Adults Using Multi-modal Wearable Sensor Data in a Kitchen Environment [Link]
Bonwoo Koo, Ibrahim Bilau, Amy D. Rodriguez, Eunhwa Yang, Hyeokhyen Kwon
Preprint

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