- Researched on comparing diverse compilation and hardware environments to search out optimizing methods to support AI-powered ETF- Researched on predicting U.S. Treasury Futures price movement using neural networks

Complex Data Analytics Laboratory at Korea University- Focus: Deep learning, optimization on learning, statistical data analysis- Researched on analyzing the pattern of Numerical Weather Prediction Model’s error on meteorological data and minimizing the error using from statistical learning, such as Support Vector Machine to novel deep learning method such as Convolutional-LSTM, C-RNN- Created an error correction model on Numerical Weather Prediction

- Developed a prototype Android application with data-communication based on Bluetooth standard to control a battery management system for electric vehicle - Collected environmental raw data using Arduino to improve the performance of battery management system

π-Ville99, Campus Renovation Project at Korea UniversityFounding member as a student representative - Involved in a $2.5 million valued campus renovation project aiming to provide infrastructures for student start-ups; Participated in weekly meetings with the president of Korea University and suggested ideas for operating system - Created an official Facebook page for the project, which is subscribed by 1500+ students

Served as alternative military service- Designed in-building distributed antenna system based on 20/10-Watt remote units for complex venues and made proposals for solution through iBwave • Selected project experiences; Stadium in Brazil, International airport in Peru, Hotels in Philippines (GSM, UMTS, LTE) - Investigated passive components companies for cost reduction and conducted due diligences; Reported the proposals to board members of the company - Participated in a task force team for setting company’s own in-building network solution KPIs; RSRP/RSRQ in LTE, RSRP/RSCP in WCDMA/UMTS, and RSSI in GSM