Education

Ulsan National Institute of Science and Technology (UNIST)

Combined M.S. and Ph.D. Program of industrial Engineering • 2020 — present

Under the supervision of prof. Sunghoon Lim

Ulsan National Institute of Science and Technology (UNIST)

Bachelor of Human Engineering • 2015 — 2019

Publication (SCIE/ESCI)

Car crash detection using ensemble deep learning and multimodal data from dashboard cameras • link

Expert Systems with Applications (2021)

Jae Gyeong Choi, Chan Woo Kong, Gyeongho Kim, Sunghoon Lim

A Multimodal Deep Learning-Based Fault Detection Model for a Plastic Injection Molding Process • link

IEEE Access (2021)

Gyeongho Kim*, Jae Gyeong Choi*, Minjoo Ku, Hyewon Cho, Sunghoon Lim

Projects

Build manufacturing AI datasets (자유목적 제조 AI 데이터셋 구축) • link

Sep. 2021 — Dec. 2021

Ministry of SMEs and Startups (중소벤처기업부), Korea

AI-based defect prediction during the CFRP drilling process with an industrial robot machining system

Aug. 2021 — Dec. 2021

2021 AI Challengers Program in Ulsan National Institute of Science and Technology, Korea

3D Pose Estimation Motion Data Development based on the Fusion of 3D Data and AI (3D 데이터 와 AI의 기술융합을 기반한 3D Pose Estimation Motion Data 개발)

Apr. 2021 — Mar. 2022

Institute of Information & communications Technology Planning & evaluation (IITP, 정보통신기획평가원), Korea

Building AI datasets for designated facility manufacturing (지정설비 제조 AI 데이터셋 구축) • link

Sep. 2020 — Nov. 2020

Ministry of SMEs and Startups (중소벤처기업부), Korea

Manufacturing data analysis and AI model development

Jun. 2020 — Nov. 2020

InterX, Korea

Awards and Honors

Best poster award

BIEN (The International Conference of Women Scientists and Engineers conference on BT, IT, ET and NT) • Aug. 2021

news link

Excellence award (2nd prize)

Artificial Intelligence Challengers Program, UNIST (Ulsan National Institute of Science and Technology) Innovative Education Center, Korea • Dec. 2021

news link

Conferences

Jae Gyeong Choi, Chanwoo Cong, Gyeongho Kim, "Car crash detection using ensemble deep learning and multimodal data from dashboard cameras", Korea Safety Management & Science, Ulsan, Korea (Oct. 2021) - Oral

Gyeongho Kim, Jae Gyeong Choi, Minjoo Ku, Hyewon Cho, Sunghoon Lim, "Developing a deep learning-based fault detection model for plastic injection molding for car parts companies", KSQM Spring Conference, Seoul, Korea (May. 2021) - Oral

Jae Gyeong Choi, Chanwoo Cong, Sunghoon Lim, "Developing machine-learning-based car crash detection systems using video and audio data", Korean Institute of Industrial Engineers (KIIE), Seoul, Korea (Nov. 2019) - Oral

Publication (Domestic)

Developing machine-learning-based car crash detection systems using video and audio data

Journal of the Korea Safety Management and Science (2020)

Jae Gyeong Choi, Chan Woo Kong, Sunghoon Lim