I'm a graduate researcher specializing in Pharmaceutical Big Data Analysis in Kyung Hee University College of Pharmacy with extensive experience in Machine Learning, Deep Learning, and Multimodal Data Analysis. I'm passionate about creating impactful AI-driven healthcare solutions.

M.S. Researcher in Center for Digital Health, Kyung Hee University Medical Center

M.S. in Pharmaceutical Big Data Analysis (Mar 2023 - Feb 2025)Kyung Hee University, South Korea Thesis: "Development of A Machine Learning-Based Prediction Algorithm for Suicidal Ideation in Adolescents and Independent Validation Across Three Worldwide Cohorts"

B.S. in Mathematics (Mar 2016 - Feb 2023)Korea University, South Korea

• Epidemiology

• Explainable AI (XAI)

• Deep Learning

• Large Language Models (LLM)

• Multimodal Data Analysis

• Machine Learning-based prediction of neurodegenerative diseases and cardiovascular conditions in diabetic patients (JMIR, Scientific Reports)

• National epidemiological studies focusing on mental health, sleep patterns, chronic conditions, and hygiene practices (Asian Journal of Psychiatry, Scientific Reports, JAMA Network Open)

• Development of predictive models for adolescent mental health (JMIR)

(See Google Scholar for my full publication list)

🏆 Honors & Awards

• Best Paper Award, 5th Engineering in Biomedical and Rehabilitation & Home Conference, Japan (2023)

• AI Convergence Innovation Project, Kyung Hee University (2023)

• Multiple Academic Scholarships, Kyung Hee University (2023-2024)

• Mechanical & Industrial Engineering Fellowship, University of Toronto, awarded by Ministry of Science and ICT, South Korea (2023-2024)

💻 Technical Skills

• Programming: Python, C, JavaScript, MATLAB, R, SAS

• Frameworks & Libraries: PyTorch, TensorFlow

• Database Management: MySQL

• Techniques: Factor analysis, Dynamic programming, Data preprocessing

💼 Professional Experience

• Researcher in Biomedical Engineering & Health Informatics Laboratory Asan Medical Center College of Medicine, University of Ulsan (March 2025 - Present)

• Internship at MEDIAZEN (Jun 2021 – Jan 2022)Developed and preprocessed datasets for Korean chatbot implementation.

🌍 Extracurricular Activities

Visiting Research Student, Mechanical & Industrial Engineering, University of Toronto (Dec 2023 - Jun 2024)

Mentoring Volunteer, Gangnam-gu Family Support Center (2017-2018)

📫 Connect with Me

Email: iceanon1@gmail.com/iceanon1@khu.ac.kr/iceanon1@amc.seoul.kr

LinkedIn: Here is my LinkeIn Page!

Google Scholar: My Publications

I'm always open to collaboration and exploring new research opportunities!