CS Master's Student @ NTUST · Computer Vision & Artifical Intelligence

• 🎓 M.S. in Computer Science, NTUST (2025 – 2027)
• 🎓 B.S. in Computer Science, Tamkang University (2021 – 2025) — GPA 4.3/4.3
• 📄 Published at CVGIP 2024 — Self-Attention + UNet for Medical Image Segmentation
• 💼 Freelance Workflow Automation Developer since 2022
• 🏆 ICPC Taiwan Private University — Silver Award
• 📈 FinTech Alert Account Prediction — Top 4.5% (36th / 790 teams)
• 🌏 English (TOEIC 715) · Japanese (JLPT N4)

AI / ML

Backend / Infra

Frontend

Capstone · CVGIP 2024 Publication · 2023/9 – 2024/6

Redesigned UNet with residual skip connections and integrated Meta's SAM for zero-shot segmentation. Extended with Self-Attention in the encoder — accepted at CVGIP 2024. Deployed as a live public demo on Hugging Face Spaces via Docker.

PyTorch SAM UNet ResNet FastAPI Docker HuggingFace

GDG Side Project · 2026/1 – Present

Cloud-native backend for a delivery robot system with JWT auth, SQLAlchemy ORM, automated CI/CD via GitHub Actions, and AWS App Runner + RDS deployment.

FastAPI PostgreSQL Docker AWS App Runner AWS RDS GitHub Actions

GDG OpenTaipei 2026 · 2026/2 – Present

React dashboard integrating Dify LLM workflows to analyze RSI/MACD indicators and generate natural-language market reports, with DigiRunner API Gateway for unified routing.

React Vite Dify DigiRunner Docker FinMind API

Freelance · 2022 – Present

End-to-end workflow automation for organizations — digitizing manual processes with n8n and GPT-powered pipelines to deliver automated data-driven insights.

n8n AWS Python GPT