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, 2018.03 - 2019.08
Research Interest :Discrete Choice, Economic Valuation&Feasibility Analysis, Outcomes Research
Assistant professor, Dept. of Industrial Engineering, Kumoh National University of Technology, 2023.03 - present
Associate Research Fellow, Korean Institute for Defence 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
Post-Doctor, University-Industry Cooperation Foundation, Kyung Hee University, 2024.03 - present
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
Post-Doctor, Korea Electrotechnology Research Institute (KERI, 한국전기연구원), 2024.05 - present
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
Researcher, NICE Information Service Co., Ltd.(NICE평가정보(주)), 2024.01 - present
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
Researcher in TM Lab., Jan, 2024 - present
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
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)
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