EDUCATION

• Ph.D. in Industrial Engineering at Konkuk University, 2022 (Advisor: Janghyeok Yoon).

• B.S. in Industrial Engineering at Konkuk University, 2018.

AWARDS

• Summa Cum Laude in Konkuk Univeristy, among the 2022 Graduate School Graduates.

ACADEMIC SERVICE

• Peer reviewer in International Journals such as Information Processing & Management, Computers & Industrial Engineering, Expert Systems with Applications, Computers In Industry, Neural Networks, Digital Discovery, Scientometrics, Journal of Informetrics, IEEE Transactions on Engieering Management, and Technovation.

EXPERTISE

• Natural language processing & Machine learning: pytorch, keras, TensorFlow

• Large language models such as GPT, LLaMA, BERT, BART, fastText, word2vec, …

• Data science: recommendation systems, graph neural networks, network analysis, sequential pattern mining, association rule mining, …

• Database & Knowledge graph: MySQL, neo4j

• Programming: python, java, R, C#

EXPERIENCE

• Postdoctoral Scholar, Computational Science Research Center, Korea Institute of Science and Technology. (03.2022 – Present)

• Former member of Business Intelligence and Data Analytics Laboratory, Konkuk University, Seoul, South Korea.

• Teaching Assistant for Undergraduate Lectures (Data Analytics, Technology Management, Enterprise Database Modelling, Computer Programming 1,2), Department of Industrial Engineering, Konkuk University. (03.2018 – 12.2021)

• Research Mentor for RUS (Research for Undergraduate Students) Program, Department of Industrial Engineering, Konkuk University. (07.2020 – 12.2020)

• Instructor of C# programming for 2019 Winter Vacation Engineering Software Training, Engineering Education Innovation Task Force, Konkuk University (12.2019 – 12.2019)