Experience

KAIST Augmented Reality Research Center

• South Korea
• Research Services
• 1 - 100 Employee

• Researcher

  • Aug 2018 - Present

  • Real-time object 6D pose estimation/tracking and 3D reconstruction • Image manipulation/inpainting with Generative Adversarial Networks (GANs) • Novel view synthesis using image-based rendering with 360 images for large-scale 6-DoF virtual reality system • Deep Learning-based peripheral vision system for immersive visual experiences for extended display application • Real-time object 6D pose estimation/tracking and 3D reconstruction • Image manipulation/inpainting with Generative Adversarial Networks (GANs) • Novel view synthesis using image-based rendering with 360 images for large-scale 6-DoF virtual reality system • Deep Learning-based peripheral vision system for immersive visual experiences for extended display application



Verisk

• United States
• Information Services
• 700 & Above Employee

• Cognitive Analytics Engineer/Scientist

  • Jan 2017 - Aug 2018

  • Conducting Image/video analysis using deep learning to detect abnormal activities of human in CCTV • Generating video data from graphical simulation of game engine • Conducting Image/video analysis using deep learning to detect abnormal activities of human in CCTV • Generating video data from graphical simulation of game engine



Cognition & Intelligence Lab at Sejong University

• Research Assistant

  • Mar 2011 - Dec 2014

  • Conducted research about game data mining and AI • Designed an imitation learning system to imitate human player’s behavior on RTS games using case-based reasoning • Researched game replay data mining to predict player’s strategy using machine learning algorithms • Analyzed the effect of uncertain data for prediction model of RTS game strategy using machine learning • Researched game replay data mining to design game AI bot that can adapt enemy’s strategy using feature-expanded decision tree • Developed an RTS game AI bot using potential field, navigation system, expert system, and planning Show less



Sejong University

• Teaching Assistant

  • Mar 2012 - Jun 2012

  • Managed four other TAs as a chief TA for C language class • Developed C language assignment problems, answered students' questions, and marked tests • Managed four other TAs as a chief TA for C language class • Developed C language assignment problems, answered students' questions, and marked tests



NEUES, INC.

• Media Contents Administrator

  • Sep 2011 - Jan 2012

  • Conducted file management of uploaded videos and monitored illegal media contents uploading • Conducted file management of uploaded videos and monitored illegal media contents uploading



COMIT, INC.

• Student Internship

  • Dec 2010 - Feb 2011

  Apple Education Value Added Reseller (http://comitsoft.co.kr) • Configured and arranged a computer system in lecture rooms at universities • Assisted sales marketing Apple Education Value Added Reseller (http://comitsoft.co.kr) • Configured and arranged a computer system in lecture rooms at universities • Assisted sales marketing