Academic Experience

 

 

 

 

 

Statistics student researcher

Department of Statistics, SKKU

Jun 2019 – Present Seoul, Korea

Graduate student:

• advisor: Changryong Baek
• Ph.D. candidate at Statistics

Researched Bayesian vector heterogeneous autoregressive models

 

 

 

 

 

Student researcher

Data-driven AI Security HCI Lab, SKKU

Apr 2019 – May 2020 Suwon, Korea

Participated in a project of National Security Research Institute

• Detect cyber attacks in a cyber physical system
• Develop an anomaly detection algorithm

Teaching Assistantships

Off-campus

현대자동차 제조솔루션본부 데이터 부트 캠퍼스 (Manufacturing solution division data boot-campus)

Hyundai NGV Sep 2024 – Jul 2024

• Data-driven AI Security HCI Lab
• Mentored Hyundai motor group employee’s data boot-campus personal projects

시계열 데이터 분석 및 응용 (Time Series Analysis and its Applications)

The University of Samsung Electronics May 2024 – May 2024

• Instructor: Changryong Baek
• Time series analysis course for Samsung Electronics employees
• Data science track

시계열 데이터 분석 및 응용 (Time Series Analysis and its Applications)

The University of Samsung Electronics Aug 2023 – Aug 2023

• Instructor: Changryong Baek
• Time series analysis course for Samsung Electronics employees
• Data science track
• PyTorch Lab for time series forecasting

Data Analysis and Modeling 2

SKK GSB Nov 2020 – Dec 2020

• Instructor: Changryong Baek
• Time series analysis course for KB bank employees
• in AI MBA

Teaching Assistantships

On-campus

시계열 데이터 분석 및 응용 (Time Series Analysis and its Applications)

The University of Samsung Electronics May 2024 – May 2024

• Instructor: Changryong Baek
• Time series analysis course for Samsung Electronics employees
• Data science track

시계열 데이터 분석 및 응용 (Time Series Analysis and its Applications)

The University of Samsung Electronics Aug 2023 – Aug 2023

• Instructor: Changryong Baek
• Time series analysis course for Samsung Electronics employees
• Data science track
• PyTorch Lab for time series forecasting

Data Analysis and Modeling 2

SKK GSB Nov 2020 – Dec 2020

• Instructor: Changryong Baek
• Time series analysis course for KB bank employees
• in AI MBA

보험통계 (Insurance Statistics) - STA3018

SKKU Mar 2020 – Jun 2020

• Instructor: SooYeon Kwon
• Graduate Merit Scholarship Teaching Assistant

Introduction to Time Series Analysis - STA3001

SKKU Mar 2020 – Jun 2020

Instructor: Changryong Baek

Recent Advances in Applied Statistics - STA5037

SKKU Mar 2020 – Jun 2020

Instructor: Changryong Baek

통계수학 (Mathematics for Statistics) - STA2008

SKKU Sep 2019 – Dec 2019

• Instructor: Soo-Hyung An
• Graduate Merit Scholarship Teaching Assistant

행렬대수학 (Matrix Algebra for Statistics) - STA2017

SKKU Mar 2019 – Jun 2019

• Instructor: Soo-Hyung An
• Graduate Merit Scholarship Teaching Assistant

Technical Skills

Github

Stack Overflow

R

tidyverse, Rcpp-, etc

Python

NumPy, Pandas, scikit-learn, statsmodel, PyTorch

Contact

• 25-2, Sungkyunkwan-ro, Jongno-gu, Seoul, SE 94305
• Please find me at Dasan Hall of Economics (Building number 32). My Office is 427 on Floor 4.
• Email Me