Education 

• Pohang University of Science and Technology (POSTECH), Republic of Korea

  • Ph.D. in Mechanical Engineering (Advisor: Prof. Seungchul Lee)
    Dissertation: Industrial Artificial Intelligence from Data Analytics to Simulation
    [Feb. 2020 - Feb. 2024]

  • B.S. in Mechanical Engineering (Minor in Industrial and Management Engineering)
    [Mar. 2016 - Feb. 2020]

Experiences  

• Researcher

  • AI Research Center, Korea Electrotechnology Research Institute (KERI)
    [from Feb. 2024]

• Board Member 

  • Korean Society of Manufacturing Technology Engineers (KSMTE), Manufacturing AI Division
    [Jan. 2026 - Dec. 2026]

• Research Assistant (RA)

  • Industrial AI Lab., POSTECH (Advisor: Prof. Seungchul Lee)
    [Dec. 2019 - Feb. 2024]

  • Apple Manufacturing R&D Accelerator
    [Jul. 2023 - Aug. 2023]

• Teaching Assistant (TA) 

  • Samsung Heavy Industries AI Program
    [May. 2021]

  • POSCO AI Program
    [Aug. 2020]

  • MECH202: Computer Aided Drawing and Design, POSTECH
    [Sep. 2020 - Dec. 2020]

  • MECH437: Artificial Intelligence for M.E., POSTECH
    [Feb. 2020 - Jun. 2020]

• Guest Researcher 

  • POSTECH-CATHOLIC Biomedical Engineering Institute (PCBMI)
    [Mar. 2020 - Dec. 2021]

• Intern 

  • AI Research Center, POSCO N.EX.T Hub, Seoul, Republic of Korea
    [Jul. 2022 - Aug. 2022]

  • Netmarble AI Revolution Center, Netmarble Corp.,  Seoul, Republic of Korea
    [Jul. 2018 - Aug. 2018]

Projects

@ KERI (2024 ~ Current)

• (PI) Development of LLM-based autonomous agents for advanced defense manufacturing processes [Feb. 2025 ~ Dec. 2029]

• (PI) 2025년 이노테크 기업육성 TECH-UP+ (이커머스, 수출 통관 업무 자동화에 필요한 LLM 기반 자동화 시스템) [Aug. 2025 ~ Jan. 2026]

• (Researcher) Development of Core AI–Robot Convergence Technologies for Agentic Self-Driving Laboratories [Jan. 2026 ~ Dec. 2026]

• (Researcher) Development of a Digital Twin-Integrated Welding Robot System with VLM-Based Quality Inspection Capability [May. 2025 ~ Dec. 2025]

• (Researcher) 개인맞춤형 건성 황반변성 관리를 위한 딥러닝 기반 디지털헬스케어 통합플랫폼 상용화 개발 [Apr. 2025 ~ Dec. 2025]

• (Researcher) 레이저 기반 우주쓰레기 제거를 위한 시뮬레이션 기초연구 [Mar. 2025 ~ Dec. 2025]

• (Researcher) Development and demonstration of advanced technology for AI-based diagnosis and prediction of CNC machine for smart factory [Feb. 2024 ~ Dec. 2024]

@ POSTECH (2020 ~ 2024)

• (Researcher) Development of a Simulation Technology for the Roller Hearth Kiln, POSCO N.EX.T Hub, Republic of Korea.
  [Oct. 2022 ~ Sep. 2023]

• (Researcher) Development of Blade Tip Timing Signal Processing and Diagnostic Algorithm, Doosan Enerbility, Republic of Korea.
  [Sep. 2021 ~ Dec. 2022]

• (Researcher) Development of Endoscopic Ultrasound Reading Software for Pancreatobiliary Tract Disease using AI, Seoul St. Mary's Hospital, Republic of Korea.
  [Jan. 2021 ~ Dec. 2021]

• (Researcher) Development of AI Diagnosis Technology for Dementia Patients using Digital Device, PCBMI, Republic of Korea.
  [Mar. 2020 ~ Feb. 2021]

• (Researcher) Development of Artificial Intelligence-based Small Intestine Capsule Endoscopy Smart Reading System, PCBMI, Republic of Korea.
  [Mar. 2020 ~ Feb. 2021]