EDUCATION

Machine Learning, Stanford University, Coursera, Nov 23, 2019

New York University, New York, NY
2017-2019
                                                                                       
M.P.S. in Interactive Telecommunications Program
Concentration in Machine Learning, Cognitive Science

Korea University, Seoul, Korea
2008-2013                                                                                               
B.E. in Electrical Engineering
Concentration in Computer Vision, Biology


WORK EXPERIENCE


NYU Game Innovation Lab, Brooklyn, NY
Graduate Research Assistant
2019 - present
DeepMind Hanabi Challenge
Rainbow DQN architecture and Map-Elites implementation

LG Electronics R&D Center Core Tech Lab HCI division, Seoul, Korea
Research Engineer
2013 - 2015
HCI app development using computer vision, voice recognition, and biometrics
Posture and eye care web application, initiation, research, development, PC
Emotional detection authentication algorithm for Face-in system, implementation, LG gram
Finger/hand gesture recognition algorithm, development, maintenance, LG Smart TV
3D depth camera adaptation algorithm of TV gaming, implementation, LG Smart TV

Samsung Electronics Digital Unit lab., Network Business, Suwon, Korea
Intern
2012
Circuit Design for communication chips


PATENTS

Evaluating RL Agents in Hanabi with Unseen Partners, AAAI20-RLG, Nov 18, 2019, 1st Author

REMOTE CONTROLL DEVICE AND OPERATING METHOD THEREOF
kr 10-2014-0154265, Nov 7, 2014
System and algorithm design for device architecture of fingerprint recognition remote control (20%)

DISPLAY DEVICE AND OPERATING METHOD THEREOF
kr 10-2014-0151005, Nov 3, 2014
Application of Biometrics sensor using fingerprint recognition (40%)

CONTACT

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SKILLS


Interaction Engineering
C#, JavaScript
AR / VR
Web Application
Arduino, RaspberryPi


Machine Learning
C++, Java, Python
PyTorch, Tensorflow
GCP, Azure, IBM Watson




HONORS AND ACTIVITIES

Mentor
MIT Reality Hack
MIT, 2020

DoodleAR
MIT Hacking Arts
Wayfair Challenge Winner
MIT, 2019

DICE, Tiny/Massive Winner
Interactive Media on Harpa, Lead Engineer, Reykjavìk, Iceland, 2019

$30,000 Scholarship
ITP, NYU, 2017

$30,000 Teaching Assistantship
DMA, UCLA, 2016

Habitual Engergy, Grand Prix
Art Phil Institute
Seoul, KR
2015

Idea Consultant
LG Corporation, Seoul, KR, 2015