Research Interest

• Machine learning: conventional machine learning, deep learning

• Context-aware computing: Human-Computer Interaction, Brain-Computer Interaction, Emotion classification

• Robotics

• Financial AI

Education

• Ajou University, Suwon, Republic of Korea

  • Ph.D. in Computer Engineering February, 2021

    • Advised by Dr. Kyung-Ah Sohn

    • Academic Supported by Dr. Teemu H. Laine

    • M.S. and Ph.D. integrated 

    • Thesis title: Emotion classification using physiological data with machine learning: case studies on healthy people and Alzheimer’s disease patients with dementia 

  • B.S.  in Computer Engineering February, 2014

  • B.S.  in Business Administration February, 2014

• Seoul Digital University, Republic of Korea

  • B.S. in Law February, 2017

Positions

• Senior Research Engineer March 2025 ~ Present

  • LG electronics, Seoul, Republic of Korea

• Specialist April 2022 ~ March 2025

  • LG electronics, Seoul, Republic of Korea

• Postdoctoral Researcher March 2021 ~ February 2022

  • Center for Simulation-based  Convergence Content Research, Ewha Womans University, Seoul, Republic of Korea

• Assistant Manager October 2010 ~ October 2016

  • SEO & SEO INTERNATIONAL PATENT & LAW OFFICES, Seoul, Republic of Korea

• Intern December 2010 ~ Jan 2011

  • Mirae Asset Securities Co., Ltd., Seoul, Republic of Korea

Intellectual Property

• Avalon 1, 2, 3 | Mimir 1,2 series

  • PC usage controlling system via user authentication and high-level encrypted communication.

  • Using by

    • College of Engineering | Law | Business Administration | Humanities | Natural Science | Pharmacy at Ajou University, Suwon, Republic of Korea

  • Service (since 2011)

• FMPD(에프엠피디): 시계열 데이터로부터 주파수 기반 PSD (피에스디)와 DE (디이) 특징 추출 프로그램

  • Copyright No.: C-2019-032576

  • By Korea Copyright Commission

• Weka Models Multi Parallel Testings Program (웨카 모델 다중 병렬 테스팅 프로그램)

  • Copyright No.: C-2018-039897

  • By Korea Copyright Commission