• 2022.02 Ph.D. in Financial Engineering, Interdisciplinary Program in Financial Engineering, Korea University
  (Dissertation: Time-Varying Standard Credit Portfolio Risk Model and Its Application to the Regulatory Framework)

• 2012.02 M.S. in Financial Engineering, Interdisciplinary Program in Financial Engineering, Korea University
  (Thesis: Estimation of the Term Structure of Interest Rates Using Robust Regression Analysis)

• 2006.08 B.A. in Economics, Department of Statistics, Korea University

• 2003.02 B.A. in Business Administration, School of Business Administration, Inha University
  (Minors in Statistics, Economics, and Financial Analysis)

• Financial Statistics

• Machine Learning

• Quantitative Finance

• Risk Management

• Asset Management

• Cyber Security

• The Korea Society of Management Informaion Systems
  
  

• Asia-Pacific Convergence Research Exchange Journal (Korea Convergence Technology Research Society)
  
  

• Journal of The Korean Data Analysis Society
  
  

• Journal of the Korean Society of Industrial Information Systems
  
  

• The Journal of Information Systems
  
  

• Journal of Intelligence and Information Systems

University Lectures (2019 – Present)

• Data Science: Finance Machine Learning, Deep Learning, Data Mining, Big Data Analytics, Unsupervised Learning, Financial Data Analysis, Introduction to Data Science, Digital Service Planning, e-Business, Digital Operations Risk, Digital Loan Risk
  
  

• Statistics: Linear Models, Statistics, Matrix Theory, Business Statistics, Sampling Theory, Multivariate Statistics, Advanced Statistical Analysis, Generative AI and Business
  
  

• Finance: Financial Programming, Financial Data Analysis

Others

• Korea Banking Institue, Insurance Training Institute and Statistics Korea Education Center

Key Topics: Derivatives, Market Risk Management, Financial Institution Risk Management, Digital Finance, Machine Learning in Finance, Digital Loan Risk

• 2024.12 Commendation for Contributions in the "2024 Urban Balanced Development" Sector, Busan Metropolitan City
  
  

• 2024.11 Outstanding Paper Award, Academic Conference of the Korean Society of Industrial Information Systems
  
  

• 2023.11 Outstanding Paper Award, Academic Conference of the Korean Society of Industrial Information Systems
  
  

• 2021.12 Outstanding Paper Award (Doctoral Program), Korean Derivatives Association
  
  

• 2020.11 Excellence in Teaching Award, Korea University
  
  

• 2022.09 ~ 2023.08 BNK Financial Group 'Digital Finance Program' (Joint)
  
  

• 2022.09 ~ 2024.02 4th Stage BK21 Project: "Educational Research on Smart Governance for Smart City Implementation" (Joint)
  
  

• 2023.03 ~ 2026.02 National Research Foundation of Korea – First Research Project (Principal Investigator):
  "Research on Building a Real-Time Alternative Data Lake and Dynamic Modeling Based on Conditional Generative Adversarial Network Algorithms for Ensuring the Timeliness of Official Statistics"
  
  

• 2023.04 ~ 2023.11 Support for Opening Collaborative Education Programs in the Data Industry Field for 2023 (Joint)
  
  

• 2024.05 ~ 2025.01 Research on Quantitative Methodologies for Assessing the Contribution of Digital Technology to Carbon Neutrality (Joint)

• 2022.10~ Instructor of Digital Finance and Risk Management, Korea Institute of Finance Training
  
  

• 2022.09 ~ Assistant Professor, Department of Management Information Systems, Dong-A University
  
  

• 2016.09 ~ Instructor of Risk Management Program, Insurance Training Institute
  
  

• 2020.09 ~ 2022.08 Adjunct Professor, School of Knowledge Content and School of Convergence Talent, Hankuk University of Foreign Studies
  
  

• 2020.05 ~ 2020.08 Lecturer, Big Data Science Department, Korea University
  
  

• 2019.09 ~2020.08 Adjunct Professor, Graduate School of International Business, Hankuk University of Foreign Studies
  
  

• 2017.01 ~ 2020.02 Head of Plus Asset Management Team, Meritz Securities
  
  

• 2015.01 ~ 2016.07 Head of FICC (Fixed Income, Currencies, and Commodities) Division, Bukook Securities
  
  

• 2012.05 ~ 2014.11 Manager of Bond Sales Team, Meritz Securities
  
  

• 2010.05 ~ 2012.04 Assistant Manager, Woori Futures
  
  

• 2007.09 ~ 2010.05 Researcher, Korea Risk Management Institute 

2024

• 2024.12 ~ 2024.13 Academic Chair, 5th Digital Finance Forum 2024
  
  

• 2024.08 ~ 2024.11 Organizing Committee Member, 2024 Fall Conference of the Korean Society of IT Services
  
  

• 2024.08 ~ 2025.04 Technical Review Committee Member, K-water
  
  

• 2024.08 ~ 2026.08 Auditor, Confucius Institute Foundation, Dong-A University
  
  

• 2024.07 ~ 2026.06 Member, Local Currency Policy Committee, Busan Metropolitan City
  
  

• 2024.07 ~ Secretary-General, Future City Innovation Foundation
  
  

• 2024.06 ~         Director, Distance Education Support Center, Education Innovation Institute, Dong-A University
  
  

• 2024.06 ~ Chair, Operating Committee, Distance Education Support Center, Education Innovation Institute,
  Dong-A University

• 2024.06 ~ Member, Operation and Planning Committee, Education Innovation Institute, Dong-A University
  
  

• 2024.06 ~ Member, Advanced Non-Curricular Education Committee, Dong-A University
  
  

• 2024.04 ~ Evaluator, Industry-Academia Cooperation Projects, Seoul Business Agency
  
  

• 2024.03 ~ Director, Korea Digital Finance Promotion Agency
  
  

• 2024.03 ~ Technical Evaluation Committee Member (ICT), Korea Land and Housing Corporation (LH)
  
  

• 2024.03 ~ Operating Committee Member, Multicultural Research Center and Unification Education Center,
  Dong-A University
  
  

• 2024.01 ~ Operating Committee Member, Intelligent Information Big Data Center, Dong-A University
  
  

• 2024.01 ~ 2024.12 Director, Korean Association of Information Systems
  
  

• 2024.01 ~ 2024.12 Director, Korean Society of Management Information Systems

2023

• 2023.11 ~ 2025.11 External Member, Risk Management Council, Housing and Urban Guarantee Corporation (HUG)
  
  

• 2023.09 ~ Auditor, Academic Research Support Foundation, Dong-A University
  
  

• 2023.09 ~ Member, Publishing Committee, Dong-A University
  
  

• 2023.09 ~ Operating Committee Member, Software-Centered University Project, Ministry of Science and ICT
  
  

• 2023.09 ~ 2024.02 Member, 4th Stage BK21 Project Re-Selection Preparation Committee
  
  

• 2023.04 ~ Evaluator, Management (Performance) Evaluation for Busan Metropolitan City's Investment and
  Contribution Institutions
  
  

• 2023.03 ~ Director, Korean Society of Industrial Information Systems
  
  

• 2023.03 ~ Operating Committee Member, Global Finance Research Institute, Dong-A University
  
  

• 2023.03 ~ Member, DAUist Educational Innovation Committee, Dong-A University College of Business Administration

2022

• 2022.11 ~ Member, Industry-Academia Collaboration Forum, Busan IT Industry Association
  
  

• 2022.09 ~ 2023.08 Operating Committee Member, Department of Digital Finance, Dong-A University