Education
National Central University
Bachelor of Science, Communication Engineering
📅 2016.9 ~ 2021.1
Microcomputers
Computer Organization
Operating Systems
Network Fundamentals
Microcomputers & Assembly: Low-level hardware operations and programming
Computer Organization: Familiar with CPU architecture and instruction execution
Operating Systems: System principles, Windows and Linux experience
Network Fundamentals: Network protocols and architecture, cloud deployment knowledge
Project Experience
Drug Image Recognition System
Developed and deployed DETR-based drug image recognition system for team project.
Model training: 5-fold cross-validation for model reliability and overfitting reduction
System improvements: Removed heavy packages, reducing Docker image from 4.25GB to 862MB
Speed improvements: PyTorch to ONNX conversion, reduced loading time from 1.6s to 0.47s
API work: Built FastAPI service to support team LINE Bot integration
Auto deployment: Used GitHub Actions CI/CD to deploy to GCP Cloud Run and personal NAS
Personal Server & Secure Access Setup
Secure server setup using Cloudflare Tunnel for team deployment without opening ports.
Configured Cloudflare Tunnel with personal domain
Connected team LINE Bot to personal server
Set up GitHub self-hosted runner for automated deployments
Sub-second response times with cost reduction
Language Skills
English
TOEIC 980
Japanese
JLPT N2