Professor

RESEARCH INTEREST

[Target Markets]

• • • Financial & Real Assets: Stock, Futures, Treasury, Commodity, Real Estate, Energy

    • Digital Assets: Digital Advertising & Marketing, Fintech, Knowledge

    • Interdisciplinary Assets: Public Health, Social Service, Social Economy

[Data Science Applications]

• • • [Data Analytics for Business]  Market Efficiency, Information Equilibrium, Statistical Inference, Decision Making

    • [Machine/Deep Learning Applications]  Time Series Segmentation, Investment Strategy, Explainable Forecasting

EDUCATION

[2010.09 - 2014.02]  Ph.D. in Industrial Engineering, Seoul National University, Seoul, Korea

• Advisor: Woojin Chang (Financial Risk Engineering Lab.)

• Dissertation: An Empirical Study on the Unstable Period Detection in Financial Markets and the Global Transmission of Financial Crisis

[2008.03 - 2010.02]  M.S. in Computational Science and Technology, Seoul National University, Seoul, Korea

• Advisor: Yongdai Kim (Intelligent Data Analysis Lab., Department of Statistics)

• Dissertation: ANOVA Boosting for Credit Scoring

[2002.03 - 2007.02]  B.S. in Mathematics (Minor in Physics), Hanyang University, Seoul, Korea

EMPLOYMENT

[2025.03 - Present]  Associate Professor, School of International Trade and Business, Incheon National University, Incheon, Korea

[2021.03 - 2025.02]  Assistant Professor, School of International Trade and Business, Incheon National University, Incheon, Korea

[2018.01 - 2021.02]  Data Scientist, BigData Team, Global AI Center, Samsung Research, Seoul, Korea

• Business Consulting and Evaluation for Advertising, Digital Marketing, AI Factory, and Demand Forecasting

[2017.09 - 2017.12]  Data Scientist, Data Analytics Lab, Software Center, Samsung Electronics, Seoul, Korea

[2014.04 - 2017.08]  Data Scientist (with Military Service), BigData Lab, Division of Visual Display, Samsung Electronics, Suwon, Korea

• Data Analysis Design and Platform Operation for Service Optimization, Personal Recommendation, and Warning System

AWARDS & HONORS

• 한국지능정보사회진흥원 (National Information Society Agency) | 독자 AI 파운데이션 모델 학습 데이터 및 평가검증 데이터 품질관리 및 검증 평가위원 (2025.08)

• 한국지능정보사회진흥원 (National Information Society Agency) | 국가 위기대응 디지털 지원체계 기반 지원사업 제안서 평가위원 (2025.08)

• 한국전파진흥협회(Korea Radio Promotion Association) AI미디어빅데이터사업팀 | 학습용 데이터 활용 표준계약서 자문위원 (2025.08)

• 서울특별시 서초구청 (Seocho City Office) | 2025년 서초구 사회조사 제안서 평가위원 (2025.08)

• 사랑의열매 사회복지공동모금회 (Community Chest of Korea) 나눔문화연구소 | 학술연구지원사업 자문위원 (2025.07)

• 한국데이터산업진흥원 (Korea Data Agency, K-data) | 데이터바우처 지원사업 평가위원 (2025.04)

• 수원문화재단 (Suwon Cultural Foundation) | 문화도시 조성사업 <홍보 및 마케팅> 평가위원 (2025.04)

• 인천대학교 (INU) | 학술연구 우수상 (Excellence, Academic Research Award) (2022)

• 인천대학교 (INU) | 대학원 가을학기 우수 강의 (Excellence, Fall Semester, Best Teaching Award at Graduate Schools) (2022) 

MEMBERSHIP SERVICE

• 대한산업공학회 (Korean Institute of Industrial Engineers, KIIE)

  • 한국대학생 산업공학 프로젝트 경진대회 심사위원 (Examiner): 2022.11.05

• 한국경영과학회 (Korean Operations Research and Management Science Society, KORMS)

  • 종신회원 (Life Membership): 2021.11 - Present

• 한국산업경영시스템학회 (Korean Society of Industrial and Systems Engineering, KSIE)

  • 종신회원 (Life Membership): 2022.12 - Present

  • 이사 (Board of Directors): 2023.01 - Present

• 한국물류학회 (Korea Logistics Research Association, KLRA)

  • 사무차장 (General Director): 2022.01 - 2024.12

  • 동계공동학술발표대회 및 물류정책포럼 토론자 (Debater): 2022.12.03

  • 이사 (Board of Directors): 2025.01 - Present

• 한국재무관리학회 (Korean Financial Management Association, KFMA)

  • 종신회원 (Life Membership): 2025.03 - Present