AI/ML Engineer | Graduate Researcher | Federated Learning & Computer Vision
π M.S. in Electrical Engineering @ NCKU | π²πΎ β πΉπΌ
π¬ AI Research Intern @ USI Management Consulting
π‘ Building edge & on-device AI tools, and studying federated detection on medical images
AI/ML & Deep Learning
Frameworks & Tools
Development
- π Federated Learning Research - Master's thesis: cross-silo federated mitosis detection on MIDOG++ with incomplete annotations
- π Industrial AI - Forklift near-miss detection from CCTV with YOLO + a local VLM, targeting Hailo-10H
- π On-device ML for macOS - Whisper transcription and AI-quota tracking that never leave your Mac
- π Teaching - Programming instructor at Nuts IT Academy
| Project | What it is |
|---|---|
| tracebrief | Finds forklift near-misses in warehouse CCTV, verifies each with a local VLM (Qwen2-VL-2B), exports an evidence-linked report; YOLOX-tiny at 98.1% pair precision, built for ASUS UGen300 (Hailo-10H) |
| quotapus | macOS menu-bar app tracking AI coding limits across 11 providers (Claude, Codex, Cursor, β¦), including usage on your other machines over SSH |
| openleaf | Self-hosted, offline LaTeX editor: XeLaTeX, biber, CJK, SyncTeX jump, history snapshots |
| image-similarity-detector | Audits image datasets before training: duplicates, near-duplicates and leakage across train/val/test splits, with CI |
| mlx-whisper-studio | Desktop GUI for on-device audio/video transcription on Apple Silicon |
| Boxing-Action-Recognition | Real-time boxing action recognition with YOLO11-pose, 25β30 FPS |
| taiwan-weather-risk-dashboard | Live county-level weather risk dashboard on official CWA open data (live) |
| taiwan-power-dashboard | Public-data dashboard for Taiwan's power supply and generation mix (live) |
| worldcup-soren-predictor | Archived World Cup 2026 prediction agent with transparent forecasts, results, and postmortems (live) |
πΌ Open to opportunities in AI/ML Engineering