Profile

I have a strong enthusiasm for optimal power flow and time series data analysis. Especially I have a great interest in distributed energy source management and energy efficiency through power load prediction. My primary goal is to create a business model that can contribute substantially to the energy sector, through gaining a deep insight from practical experiences in the artificial intelligence field.

Experience

• KOREA ELECTRONICS TECHNOLOGY INSTITUTE Sep. 17~Jun. 19 @ Korea.

  • Researcher, Artificial Intelligence Research Center.

    • Worked on the ‘Companion Chatbot System’ based on Seq2Seq Natural Language Generation (NLG) & Rule-based algorithms as an Office Assistant.

• NANYANG TECHNOLOGICAL UNIVERSITY Jan. 17~Aug. 17 @ Singapore.

  • Student Research Assistant, Professor Xu Yan’s Research Lab.

    • Forecasted demand power with series data using Extreme Learning Machine (ELM) and Hierarchical-Extreme Learning Machine (H-ELM).

• KOREA ELECTRONICS TECHNOLOGY INSTITUTE Sep. 15~Jul. 16 @ Korea.

  • Researcher, Embedded & Software Research Center.

    • Conducted an efficient energy management project through monitoring and analyzing sensor data of buildings.

Publications

Education

• Master, ECE @ UT Austin

• Bachelor, EE @ SKKU

Skills

• Python (Tensorflow, PyTorch)

• MATLAB

• MATPOWER

Languages

• Korean

• English