“50% Accident Prevention Focus to reduce accident rate Development of Risk Detection System for Road Facilities Based on Artificial Intelligence (50% 사고율 감소를 위한 사고 예방 중심 인공지능 기반 도로시설 위험탐지 시스템 개발)” (Co-Principal Investigator), Advanced Technology Center (ATC+, 우수기업연구소육성사업), Ministry of Trade, Industry and Energy (산업통상자원부), Apr. 2022 – Dec. 2025.
“Route optimization for wheelchair users (휠체어 사용자를 위한 경로 최적화)” (Co-Principal Investigator), The Commercializations Promotion Agency for R&D Outcomes (과학기술일자리진흥원), Oct. 2021 – Mar. 2023.
“3D Pose Estimation Motion Data Development based on the Fusion of 3D Data and AI (3D 데이터와 AI의 기술융합을 기반한 3D Pose Estimation Motion Data 개발)” (Co-Principal Investigator), Institute of Information & communications Technology Planning & evaluation (IITP, 정보통신기획평가원), Apr. 2021 – Mar. 2022.
“인공지능(AI) 기반의 질환 발병 예측모델 개발 및 생체나이 계산” (Principal Investigator), U2medtek, Feb. 2021 – Dec. 2021.
“Improvement of input accuracy and convenience on VR/AR using AI and wearable soft sensors (AI와 웨어러블 소프트 센서 시스템을 이용한 VR/AR에서의 입력 정확성/편의성 향상)” (Principal Investigator), Ulsan National Institute of Science and Technology (UNIST) & Feel the Same, Mar. 2021 – Feb. 2023.
“Curriculum development for students in smart port logistics (빅데이터 분석 기반의 항만물류 융합인재 양성을 위한 표준 커리큘럼 개발)” (Principal Investigator), UNIST-Ulsan Port Authority Smart Port Logistics Data Center (스마트항만물류지원센터), Jul. 2019 – Dec. 2019.
“Development of a machine learning model to predict liquid cargo traffic and demands for storage facilities using port logistics big data (항만물류 빅데이터를 이용한 울산항 액체화물의 종류별 물동량 예측 및 탱크저장시설 수요 예측을 위한 기계학습모델 개발)” (Principal Investigator), UNIST-Ulsan Port Authority Smart Port Logistics Data Center (스마트항만물류지원센터), May 2019 – Dec. 2019.