Experience

LoginID
• United States
• Technology, Information and Internet
• 1 - 100 Employee
• Full-stack Developer

  • May 2021 - Present

Atomic Reach
• Lead AI

  • Dec 2019 - May 2021

BMO Harris Bank
• United States
• Banking
• 700 & Above Employee
• Risk Analyst

  • Feb 2019 - Dec 2019


BodiData, Inc.

• Information Technology & Services
• 1 - 100 Employee

• Data Scientist

  • Jun 2017 - Jun 2018

  • 3D Human Scan: Reconstruct 3D human point cloud from depth camera stream. Fit a 3D human model into the point cloud using a statistical model constructed from about one million synthesized models and about one million actual scans. • Human Anthropology: Designed a predictive model which predicts body measurements from some basic measurements based. The model was first developed on a hand-measured dataset of about 400 samples and later was refined on the one million scans. • 3D Human Scan: Reconstruct 3D human point cloud from depth camera stream. Fit a 3D human model into the point cloud using a statistical model constructed from about one million synthesized models and about one million actual scans. • Human Anthropology: Designed a predictive model which predicts body measurements from some basic measurements based. The model was first developed on a hand-measured dataset of about 400 samples and later was refined on the one million scans.



Trusting Social

• Singapore
• Financial Services
• 200 - 300 Employee

• Data Scientist

  • Feb 2017 - Jun 2017

  Estimate Income: Classify incomes of users based on their network usages and behaviors. Construction of classification includes feature engineering, graph search, model selection on a data stream that required updates every month. Estimate Income: Classify incomes of users based on their network usages and behaviors. Construction of classification includes feature engineering, graph search, model selection on a data stream that required updates every month.



Fossil Group, Inc.

• United States
• Retail
• 700 & Above Employee

• Researcher

  • Jun 2016 - Oct 2016

  Facial Recognition Object Detection/Classification Facial Recognition Object Detection/Classification


Misfit
• United Kingdom
• Technology, Information and Internet
• 1 - 100 Employee
• Researcher

  • Aug 2015 - May 2016

Sungkyunkwan University
• South Korea
• Higher Education
• 700 & Above Employee
• Visiting Assistant Professor

  • Sep 2013 - Aug 2015

University of Ulsan
• Higher Education
• 100 - 200 Employee
• Visiting Assistant Professor

  • Sep 2010 - Sep 2013