Project

Industrial Projects

• Strategies for Online to Offline (O2O) Transport Services, The Korea Transport Institute (Advisor: Dr. Lee, B.), Sep 2016 ~ Nov 2016
• The Effect of Model-Driven Development (MDD) on Information Systems Maintenance, LG CNS (Advisor: Dr. Lee, B.), Sep 2015 ~ Dec 2015

Research Projects

• Visualization
  • Network Visualization for “Which Tasks Will Technology Take? A New Systematic Methodology to Measure Task Automation”, 2019, [Homepage]
• Collecting Papers
  • Awesome Machine Learning & Management Research [Link], Dec 2020
• Database
  • Personal Information of Financial Analysts, Cass Business School in City University of London (Advisor: Dr. Jung, J.), Apr 2017
  • Harvard Patent Database and ThomsonOne Database, KAIST (Advisor: Dr. Jin, B. and Dr. Chang, S.), Feb 2016 ~ Dec 2016
  • Real Estate Data from NAVER and Kakao Real Estate, KAIST (Advisor: Dr. Eom, J.), Jan 2016 ~ Feb 2016
  • Spam Mail Database with Financial Statements, KAIST (Advisor: Dr. Lee, J.), Jun 2015 ~ Aug 2015

Open Source Projects

• Natural Language Processing (NLP)
  • Keras Implementation of Style Transfer in Text: Exploration and Evaluation, 2018, [Code]
  • Implementing Various Seq2Seq Models using Keras API from Scratch, 2018, [Code]
  • Neural Networks for Text Classification, 2018, [Code]
• Time Series Prediction
  • Implementing Various Time Series Forecasting Models with Deep Learning Techniques, 2018, [Code]
• Browser Automation
  • Browser Automation using Appscript (Mac) and xdotool (Ubuntu), 2018, [Code]
• Gender Classification
  • Inferring Gender and Race based on the First Name, 2018, [Code]