Projects & Teaching

Research projects, teaching, and lecturing experience.

Lecturer

Consumer Big Data Analysis 2025 Fall
Sungkyunkwan University · CON3032, 3 credits

Projects

Initial Input Quantity Recommendation System 2023–2026
COSMAX · Project lead, model development and analysis
Development and Application of Local Geometry-Based Attention Mechanisms for Time Series Transformers Sep 2025 – Aug 2027
Principal Investigator · Doctoral Student Research Grant, National Research Foundation of Korea (NRF)

TA & Instructor, Corporate Education Programs, SNU

Machine Learning & Deep Learning 2023–2026
Advanced Expert Program in Big Data, AI & FinTech, Seoul National University · 6 times
Nonlinear Time Series Analysis 2023–2025
HD Hyundai–SNU AI Advanced Program · 3 times
Linear Algebra & Optimization 2023–2025
Samsung Electronics Data Science Education · 4 times
Mathematics and Statistical Analysis for Data Science 2024
Korea Banking Institute Data Science Capability Enhancement Program · 1 time