KeunJu Song
Education
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2021~ Integrated Ph.D./M.S. in Electronic Engineering
- Current member of NICELAB
- Sogang University, Seoul, Korea
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2015~2020 B.S. in Embedded System Engineering
- Thesis: PHODO - a Machine Learning-Based Face Tracking System
- Tech University of Korea (TUKorea), Siheung, Korea
Research Interests
- Renewable Energy Forecasting
- Deep Learning
- Deep Reinforcement Learning
- Federated Learning
Awards & Honors
- Academic scholarship on the Dean’s List, Tech University of Korea, Korea (Dec. 2018 ~ Aug.2020)
- The First Prize : CP-CoP Competition, Tech University of Korea, Korea (Dec. 2019)
- WorldClass Enterprise Association chairman’s award : 20th Industrial Technology Exhibition, Tech University of Korea, Korea (Oct. 2020)
- Encouragement Prize : Result Performance of Tech University of Korea LINC+, Tech University of Korea, Korea (Nov. 2020)
Project experience
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A Study on the Distributed Intelligence System for Energy Privacy Protection Based on Federated Learning, funded by NRF (National Research Foundation of Korea), 2021.9 ~ current
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Development of technology for home energy diagnosis and autonomous control, funded by KETEP (Korea Institute of Energy Technology Evaluation and Planning), 2019.10 ~ current
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Smart City Energy Data Prediction/Analysis and Visualization, funded by KEPCO (Korea Electric Power Corporation) KEPRI (Korea Electric Power Research Institute), 2019.7 ~ current
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Development of an IoT-Based Smart Management System for Individual Sewage Treatment Facility, Tech University of Korea, Korea / Assisted Development of ADC and NB-IoT protocol, 2020.06 ~ 2021.01