Dept. of Systems Management Engineering / Industrial Engieering
Graduate School of Management of Technology
Research Fellow, Korea Environment Institute(한국환경연구원), 2024.01 - Present
Post-Doctor, Dept. of Industrial Engineering, Kyung Hee University, 2023.03 - 2023.12
Ph.D., Dept. of Industrial Engineering, Kyung Hee University, 2019.09 - 2023.02
Doctoral Dissertation: Development of choice model considering ownership over time: Focusing on tradable products and services
M.S., Dept. of Industrial Engineering, Kyung Hee University, 2018.03 - 2019.08
Master Thesis: 불확실성을 고려한 경제적 편익 추정방안 연구: 공모형 기술개발사업을 중심으로
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2019.08
Research Interest :Discrete Choice, Economic Valuation&Feasibility Analysis, Outcomes Research
Assistant Professor, Graduate School of Technology & Innovation Management, Hanyang University, 2026.09 - Present
Assistant Professor, Dept. of Industrial Engineering, Kumoh National University of Technology, 2023.03 - 2026.08
Associate Research Fellow, Korean Institute for Defense Analyses, 2020.12 - 2023.02
Ph.D., Dept. of Industrial Engineering, Yonsei University, 2021.02
Doctoral Dissertation: Strategy and policy for future autonomous mobility; focusing on network effect and sharing economy
Research Interest: Technology management and strategy
AI Education & Tech Insight Specialist, Day 1 Company, 2025.03 - present
Post-Doctor, University-Industry Cooperation Foundation, Kyung Hee University, 2024.03 - 2025.02
Ph.D., Dept. of Big Data Analytics, Kyung Hee University, 2020.09 - 2024.02
Doctoral Dissertation: NLP-based Recommendation Approach for Diverse Service Generation
M.S., Dept. of Child & Family Studies, Kyung Hee University, 2019.03 - 2020.08
Master Thesis: 대학생의 전공만족도와 취업스트레스 간의 관계: 가족지지 및 친구·선배지지의 조절효과
B.S., Dept. of Child & Family Studies, Kyung Hee University, 2019.02
Research Interest: User-Centric AI and Digital Me
Korea Technology Finance Corporation (KOTEC, 기술보증기금), 2025.10 -present
Post-Doctor, Korea Electrotechnology Research Institute (KERI, 한국전기연구원), 2024.05 - 2025.10
Ph.D., Dept. of Industrial Engineering, Kyung Hee University, 2019.03 - 2024.08
Doctoral Dissertation: A study on regional pricing and system improvement for efficient operation of the electricity market
M.S., Dept. of Statistics, Yeungnam University
Master Thesis: Estimation for the Weibull Distribution under Progressive Type-I Interval Censoring
Research Interest: Renewable energy and Censoring method
Postdoctoral Fellow, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School,
2025.09-present
Ph.D., Dept. of Industrial Engineering, Yonsei University, 2020.09 - 2025.02
Doctoral Dissertation: Study on the Uncanny Valley of Social Robots with Choice Experiment and CDAE-SVM Approach
M.S., Dept. of Industrial Engineering, Kyung Hee University, 2018.09 - 2020.08
Master Thesis: 상하향식 통합 수요예측 기반 반도체 설비부품 재고관리 시스템 개발
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2018.08
Research Interest: Pro-environmental technology evaluation and Demand forecasting
Ph.D. Student (Part-time), Dept. of Industrial Engineering, 2022. 09 - 2026.08
Researcher, Investment Policy Division, National Pension Research Institute of NPS
M.S., Dept. of Industrial Engineering, Kyung Hee University, 2019.03 - 2020.08
Master Thesis: 국내 주식시장의 위험기반 포트폴리오 특성에 관한 연구
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2019.02
Research Interest: Asset Management using Financial Technology, Poverty Alleviation through Financial Engineering, Portfolio Optimization, Machine Learning
Associate Principal Researcher, Center for Social value Enhancement Studies(CSES), present
Researcher, NICE Information Service Co., Ltd.(NICE평가정보(주)), 2024.01 - 2026.01
M.S., Dept. of Big Data Analytics, Kyung Hee University, 2021.09 - 2023.08
Master Thesis: 그린워싱 개선 영향요인 분석을 통한 기업의 ESG 전략 가치평가
B.S., English Language and Literature, (minor) Culture and Communication Studies, Ajou University, 2021.02
Research Interest :Sustainability, Economic valuation and Feasibility analysis, Demand forecasting
M.S., Dept. of Industrial Engineering, Kyung Hee University, 2020.03 - 2022.02
Master Thesis: 이산연속모형과 기계학습 기반 친환경차 보조금 분배 모듈 개발: 수요세분화를 통한 효율적 FCEV 보조금 정책
B.S., Dept. of Industrial Engineering, Kyung Hee University
Research Interest: Policy analysis and Demand forecasting
Pursuing a Ph.D. in Seoul National University (Tech Policy & Management for Sustainable Development Lab.)
Researcher, Science and Technology Policy Institute (STEPI, 과학기술정책연구원)
M.S., Dept. of Industrial Engineering, Kyung Hee University, 2019.03 - 2020.08
Master Thesis: 인프라 입지 최적화를 통한 수소연료자동차 시장수요예측 : 교통빅데이터와 선택실험법 통합모형 개발
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2019.02
Research Interest: Nonmarket valuation and Policy analysis
M.S., Dept. of Big Data Analytics, 2022.03 - 2024.08
Master Thesis: Mean-variance optimization via GPT-based Gerber statistic
B.S., Dept. of International Studies, Kyung Hee University, 2022.02
Research Interest: Financial Engineering and Portfolio Management
Researcher, KoDATA (한국평가데이터, 기술신용평가 부서), 2024.10 - present
M.S., Dept. of Industrial Engineering, 2022.03 - 2024.08
Master Thesis: 자산가격과 거래량 모멘텀을 활용한 포트폴리오 모델 분석
B.S., Dept. of Industrial Engineering, Sungkyul University, 2022.02
Research Interest: Exploring the Dynamics of Momentum Strategies in Financial Markets
M.S., Dept. of Industrial and Management Systems Engineering, 2024.09 - 2026.08
Master Thesis: 지속가능 제품으로의 전환: 이산선택실험을 활용한 친환경 소재 제품 프로모션 영향 분석
B.S., Dept. of Spain and Latin American Studies, Dankook University, 2024.02
Research Interest: Economic valuation and Feasibility analysis, Energy demand forecasting, Financial Markets research
Pursuing a M.S. in Seoul National University (Technology Management, Economics and Policy Program, TEMEP)
Researcher in TM Lab., Jan, 2024 - October, 2025
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2025.08
Research Interest
: Data-driven decision making, Economic valuation of Non-market goods and policy, Technology & innovation management
Manager, Hyundai Motor Company (현대자동차, 에너지&수소파트너십팀), 2020.9 - present
M.S., Dept. of Energy, Resource and Environmental Policy, Korea University, 2023. 09 - 2025.08
Research Assistant in TM Lab. Kyung Hee University, 2018.03 - 2019.02
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2020.08
Research Interest
: Demand forecasting and Market Strategy of New products/Services
Data Analyst, (SK Broadband, AT Data팀), 2022.12 - present
M.S., Dept. Digital Analytics, Yonsei University, 2021.03 - 2022.08
Research Assistant in TM Lab. Kyung Hee University, 2019.08 - 2020.08
B.S., Dept. of Industry Engineering, Kyung Hee University, 2021.02
Research Interest: Customer analysis & Demand forecasting
Research Assistant in TM Lab. Kyung Hee University, 2021.03 - 2021.08
Research Interest :Demand forecasting and Consumer preference analysis
Senior Consultant, Samjong KPMG (삼정KPMG, Financial IT Consulting), 2024.05 - present
Consultant, 2e Consulting (투이컨설팅, Financial IT Consulting), 2021.03 - 2024.04
Research Assistant in TM Lab. Kyung Hee University, 2019.09 - 2020.08
Article: Enhancing small-business ecosystems through local currency designs: A choice experiment approach, 2025.04
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2021.02
Research Interest: Sustainable finance, inclusive economic policy frameworks, and technology-driven social value creation
Production Manager, Samsung Electronics (삼성전자, DS사업부), 2021.08 - present
Intern, AB InBev Korea (오비맥주, PPM 팀), 2020.07 - 2020.12
Research Assistant in TM Lab. Kyung Hee University, 2019.09 - 2019.12
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2021.02
Research Interest: Production Management and Demand Forecasting
Data Scientist, (LG Electronics, DX Center), 2023.01 - present
M.S., Dept. of Industrial & Management Engineering, Korea University, 2021.03 - 2023.02
Research Assistant in TM Lab. Kyung Hee University, 2020.01 - 2020.11
B.S., Dept. of Industry Engineering, Kyung Hee University, 2021.02
Research Interest: Data-driven decision making(Forecasting & Optimization), Large Language Models
Head of New Business Team, whitecube Inc.(Challengers), 2024.05 ~ present
Strategy Team Lead, a4x Inc.(A41), 2022.06 ~ 2023.08
Investment Associate, Mashup Ventures, 2021.01 ~ 2022.05
Research Assistant in TM Lab. Kyung Hee University, 2020.01 - 2020.11
B.S., Dept. of Industry Engineering, Kyung Hee University, 2021.02
Research Interest: Private equity, Venture capital, Startup
Cost manager, KT&G(한국담배인삼공사, 전략본부 원가관리팀), 2025.03 - present
Procurement manager, KT&G(한국담배인삼공사, SCM본부 구매부), 2023.01 - 2025.02
B.S. , Dept. of industrial management engineering, Kyung Hee University, 2017.03 - 2023.02
Research Interest
: Material Purchasing, Cost management
Portfolio manager, 흥국자산운영(흥국자산운용, 글로벌퀀트운용팀), 2025.02 - present
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2023.08
Researcher in TM Lab., Aug. 2021 - Dec. 2021
Research Interest
: Portfolio management and trading strategy
LIG Nex1, July, 2025 - present
B.S., Dept. of Industrial Engineering, Kyung Hee University, 2025.08
Researcher in TM Lab., July, 2024 - July, 2025
Research Interest
: Technology innovation strategy,
Data-driven decision making
Researcher in TM Lab., July, 2024 - July, 2025
Research Interest
: Consumer preference analysis,
Digital transformation(DX)
Researcher in TM Lab., Jan, 2025 - Dec, 2025
Research Interest
: Technology forecasting, Patent analysis, Market analysis
Researcher in TM Lab., Jan, 2025 - Dec, 2025
Research Interest
: Causal inference, Market analysis, Machine Learning
Researcher in TM Lab., Jan, 2025 - Dec, 2025
Research Interest
: Technology evaluation, Demand forecasting, Market analysis
Researcher in TM Lab., July, 2025 - August, 2026
Research Interest
: Technology management, Data-driven decision making
Researcher in TM Lab., Jan, 2026 - August, 2026
Research Interest
: Technology Innovation Strategy, Data-driven UX, Energy Policy
Researcher in TM Lab., Jan, 2026 - August, 2026
Research Interest
: Technology valuation and diffusion, Financial Markets research
Former Undergraduate Researchers
Mar. 2017 - Aug. 2017
정효진 / 김승범 / 곽승환
Sep. 2017 - Jun. 2018
김경아
Mar. 2018 - Aug. 2018
권륜현 / 고성민 / 이지은
Sep. 2018 - Dec. 2018
김승우
Sep. 2019 - Dec. 2019
김호성 / 이지호 / 이근영 / 정예은 / 안현주
Jan. 2020 - Nov. 2020
[Team 1] 구민진 / 박찬근 / 신동철 / 조한슬
[Team 2] 김호성 / 이근영 / 유이경 / 신지훈
Nov. 2020 - Jul. 2021
박재민
Aug. 2021 - Dec. 2021
조경모
Jan. 2022 - Jun. 2022
신승호
Jan. 2024 - Dec. 2024
김형준 / 박서영
July. 2024 - July. 2025
김형준 / 서정인 / 김인환
Jan. 2025 - Dec. 2025
박석진 / 임주현 / 윤예준 / 이현서
Jan. 2026 - Aug. 2026
채진기 (July, 2025 - Aug. 2026) / 박진홍 / 구지회/이현서