Curriculum Vitae
Education, experience, publications, and professional activities.
Education
Seoul National University
Ph.D. in Mechanical Engineering
GPA: 4.04 / 4.3
Adviser: Dr. Byeng Dong Youn
Dissertation: "Domain Knowledge Embedded Artificial Intelligence Based Data Drift Management" (Expected)
Yonsei University
B.S. in Mechanical Engineering
GPA: 4.21 / 4.3 — Graduated with Highest Honor (1/142)
Thesis: "Fault Detection of Rolling Bearing based on Machine Learning"
Work Experience
Freelancer
onepredict Inc., Seoul
Advisory on IPO Technology Development Strategy
Internship
onepredict Inc. · PdX Data Scientist Team
Undergraduate Internship
Seoul National University · HAI Lab
Undergraduate Internship
Yonsei University · MESL Lab
Research Projects
Development of Core Technologies for Manufacturing Foundation Models
Korea Evaluation Institute of Industrial Technology (KEIT)
Domain Knowledge Embedded AI-Based Data Drift Management
National Research Foundation of Korea (NRF) · Principal Investigator
Development and Demonstration of PBV using Design Platforms
Korea Evaluation Institute of Industrial Technology (KEIT)
Development of Deep Learning Framework
onepredict Inc.
AI-Driven Diagnosis of Aircraft Anomalies Using Flight Data
Korea Aerospace Industries (KAI)
Journal Publications
Submitted & In Preparation
International Conference Proceedings
Domestic Conference Proceedings
Patents
Teaching
Teaching Assistant
Probabilistic Engineering Analysis and Design