Yujin Park

Division of Data Science, Department of Information & Statistics, Yonsei University (Mirae), Republic of Korea

• Office: Changjo Hall 170
• Email : yujinpark@yonsei.ac.kr
• Phone : 033-760-2246
• Google Scholar: Link

Education

• Ph.D. in Statistics, Ewha Womans University, Seoul, South Korea, 2024 (Advisor: Jae Keun Yoo)
• B.S. in Health Education and Management / Statistics, Ewha Womans University, Seoul, South Korea, 2020

Employment

Assistant Professor, Division of Data Science, Yonsei University (Mirae), March 2026 - present

Engineer, Flash Product Engineering Team/ Manufacturing Quality & Reliability Team, Memory Business, Samsung Electronics, September 2024 - February 2026

Visiting research student, University of Windsor, July 2022 - January 2023

Researcher, Seoul National University Hospital, April 2020 - December 2020

Projects

Future-Leading Research Initiative, Yonsei University, March 2026 - February 2029 (Principal Investigator)

Development of sufficient dimension reduction methods, Ewha Womans University, August 2020 - September 2024 (Researcher)

Development of algorithms for improving autonomous driving performance using big data and AI in a mixed environment of autonomous and non-autonomous vehicles, Institute of Information and Communications Technology Planning & Evaluation (IITP), May 2022 - April 2023 (Researcher)

Study on the utilization of unstructured economic data using noise filtering and sufficient dimension reduction, Bank of Korea, January 2023 - March 2023 (Researcher)

Study on improving early warning and risk management capacity for Vietnam's financial sector, National Financial Supervisory Commission and the Korea International Cooperation Agency (KOICA), May 2022 - December 2023 (Researcher)

Statistical analysis for the 2021 Ewha Core Competence Assessment, Ewha Womans University, September 2021 - February 2022 (Researcher)

Statistical analysis for quality management of rare disease registration statistics, Seoul National University Hospital, April 2020 - December 2020 (Researcher)

Research Interest

• Sufficient dimension reduction
• Functional data analysis
• Statistical quality control
• Statistical learning and data science

Academic Service

• Quality and Quantity
• Discover Artificial Intelligence
• Travel Behaviour and Society
• Scientific Reports
• IEEE Access

Awards

• Best Thesis Award (Ewha Womans University), 2024
• Graduate Student Paper Presentation (The Korean Statistical Society) Encouragement Award, 2023
• Competition (NH Investment & Securities) Participation Award in customer clustering, 2020

Teaching

Yonsei University

• Regression Analysis (IST3016), Fall 2026
• Introduction to Data Science (YHL1036), Fall 2026
• Python Application (PHF3005), Fall 2026
• Healthcare Capstone Design (PHF4008), Fall 2026
• Mathematical Statistics (IST3032), Spring 2026
• Linear Model (IST6005), Spring 2026