Biography

Experience

• Age of Learning (Mar, 2021 ~ Present)
• Samsung SDS (Feb, 2015 ~ Feb, 2021)
• Softcamp (Aug, 2013 ~ Jun, 2014)
• Center for Management Information in University of Seoul (Aug, 2010 ~ Jun, 2013)

Education

• Master’s Degree, Computer Science(University of Texas at Austin, 2020 ~ )
• Nano Degree, Deep Reinforcemnet Learning(Udacity, 2020)
• Nano Degree, Deep Learning(Udacity, 2020)
• Master’s Degree, Management Information System(University of Seoul, 2012 ~ 2017)
• Trainee, Samsung Convergence Software Academy(Samsung SDS, 2014)
• Bachelor’s Degree, Business Administration and Management(University of Seoul, 2005 ~ 2012)

Patent

• Method and apparatus for extracting a pattern of time series data (2020. KR 10-2020-0045066)

Projects

Official

• Marketing target customer recommendation utilizing purchase propensity - Purchase Propensity Model(PPM)
  (March 2020 - August 2020, Samsung SDS)
  
• Sellout Forecasting using the novel automated pattern extraction with Non-parametric clustering
  (January 2020 - March 2020, Samsung SDS)
  
• Developing generalized time-series forecasting methodology using Non-parametric clustering
  (July 2019 - December 2019, Samsung SDS)
  
• Warehouse Transportation Analytics - Prediction of outbound based on Warehouse In/Outbound Trend
  (May 2019 – July 2019, Saumsung SDS)
  
• Recommendation Information in ERP System - Recommendation system for payment method and several fields on the Digital Tax Invoice
  (January 2019 - March 2019, Samsung SDS)
  
• Intelligent Logistics Risk Analytics - Prediction of shipping delay based on AIS Data
  (May 2018 – October 2018, Samsung SDS)
  
• Comnected Car Analytics
  (August 2017 – February 2018, Samsung SDS)
  
• CheckNow & Goodial
  (December 2016 – August 2017, Samsung SDS)
  
• Samsung SDI Supply Chain Management System Maintenance
  (March 2016 – December 2016, Samsung SDS)
  
• Electronic Healthcare Records
  (June 2015 – February 2016, Samsung SDS)
  
• Sejong Center for the Performing Arts Integrated Theater Management System ISP
  (April 2013 – June 2013, Center for Management Information)
• Seoul Agro-Fisheries & Food Corporation Fair Trading System Project
  (June 2011 – October 2011, Center for Management Information)

Personal

• Interactive System of Document Clustering
  (September 2018 ~ February 2019)
  
• Bitcoin Auto-Trading System
  (January 2018 ~ February 2018)
  
• Football Winning Goal Analysis
  (December 2017 ~ August 2018)
  
• Telegram Chat-Bot Project - Searching available book in Korean used book on-line market
  (February 2017)
  

Skills