Data Scientist

Senior Engineer

@ Samsung Display (2019 - present)

ML/DL	Task	Project
ML	Regression	Reduction of tuning time (Achieved time reduction to 50%)
ML	Classification	Detection of defective panel
DL	Image transformation	Real-time UDC camera image transformation

PhD Student

@ KAIST (2015 - 2018)

ML/DL	Task	Project
DL	Regression	Accelerating calculation of differential model equation (Published in 2020)

Skills

Language & Tool

• Python
• Pytorch
• Weka

ML/DL

• Data Wrangling
• Prediction Modeling
• Data Verification and Maintenance

Front-end

• Django

Interested in

• MLOps

Publication

Title	DOI
qMTNet: Accelerated Quantitative Magnetization Transfer Imaging with Artificial Neural Networks	10.1002/mrm.28411
Rapid Framework for Quantitative Magnetization Transfer Imaging with Inter-Slice MT and Dictionary-driven Fitting Approaches	10.1002/mrm.27850
Phase Imaging with Multiple Phase-Cycled Balanced Steady-State Free Precession at 9.4T	10.1002/nbm.3699
Preliminary Observations on Sensitivity and Specificity of Magnetization Transfer Asymmetry for Imaging Myelin of Rat Brain at High Field	10.1155/2015/565391

Education

• PhD, Bio and Brain Eng., KAIST, Daejeon (2015 - 2018)
• MS, Bio and Brain Eng., KAIST, Daejeon (2013 - 2014)
• BS, Biomedical Eng., Hanyang Univ., Seoul (2007 - 2012)

Social Activities

Airbnb tour host (in English)

• Hwaseong Fortress, UNESCO heritage (2020 - present)

Lab manager student

• MRI Lab., KAIST (2016 - 2018)