- Myongji University Department of Transportation Engineering bachelor's degree
- Engineer Transportation certificate holder (ไบค้ๆๅฃซ)
- I started learning programming on my own from August 23 2022 ย
- Published Apps : Target Manager - Call Back Sheet
- Program : VDS Statistical Analyzer, TrafficVision AI: Speed & Lane Change Analyzer
- Now I'm focusing on ย YOLO, Deep learning, Data analysis
- Incruit Corporation - Strategic Business ๐งโ๐ผ
- Korea Road Association - R&D Center : Road & Transportation Research Division - Researcher (ไธปไปป็ก็ฉถๅก) ๐งโ๐ซ (Now)