AI / software builder focused on turning messy real-world workflows into testable products.
我關注的主題包含 AI-assisted operations、computer vision、mobile health、IoT、資料治理與跨平台產品。這裡的作品集特別強調:清楚的問題定義、可驗證的資料流程、隱私邊界,以及能讓非技術使用者真正完成工作的介面。
| Project | What it demonstrates | Collaboration |
|---|---|---|
| Taiwan Exchange Guide | 官方來源治理、FastAPI、Flutter、雙人審查與跨平台申請流程 | CHEN,CHIEH-YI |
| Galaxy Performance | Android + Wear OS、local-first health data、offline sync、可解釋訓練指標 | CHEN,CHIEH-YI |
| LINE Group-Buy Automation | Windows automation、OCR、訂單 parser、risk review 與跨電腦交付 | CHEN,CHIEH-YI |
| Smart Garden Vision | FastAPI、MQTT、Raspberry Pi 與 IoT control center | CHEN,CHIEH-YI |
| Queue-Aware People Tracking | 固定攝影機下的 ROI、ground plane、queue state 與 tracklet recovery | CHEN,CHIEH-YI |
| Yunhao Renovation Platform | 品牌網站、responsive UX、內容轉換與 Next.js 營運後台 | CHEN,CHIEH-YI |
| Taiwan Stock Backtester | 可重現回測、成本/風控、月度報告與 AI-ready review input | CHEN,CHIEH-YI |
- Start from the operational decision, not the model demo.
- Keep missing or uncertain data visible instead of inventing precision.
- Preserve working flows while introducing clearer service and adapter boundaries.
- Pair product polish with regression tests, runtime checks and documented limits.
All seven featured projects were co-created with CHEN,CHIEH-YI.