Firmware & Hardware R&D · AI Deployment Practitioner · Taiwan

Bridging 10+ years of medical electronics engineering with production AI systems. Not slogans. Not decks. Real AI, deployed where it matters.

十年以上醫療電子工程經驗，橋接到實際落地的 AI 系統。 不是口號、不是簡報，而是真正上線、每天在用的產品。

I spent over a decade leading medical electronics R&D — firmware, hardware, from concept through regulatory compliance. Now I focus on where embedded systems and modern AI meet: building the systems that engineers, factories, and small teams actually rely on every day.

Three areas I care about:

• Industrial AI — computer vision that runs on real production lines, not benchmark datasets
• Local & edge deployment — LLMs and inference on hardware you own, not APIs you rent
• Human–AI collaboration — AI as a co-worker in hardware and firmware workflows, not a demo

Industrial-grade PCBA Automated Optical Inspection using YOLO11 + SAHI + PyQt5. 4K preview with smart slicing and stitching. Built for the factory floor, not the notebook.

Fully local LLM + RAG for internal document analysis and weekly report automation. No cloud dependency. No data leaving the network. Runs where the data lives.

Hardware & Firmware

AI & Backend

Platforms

• 10+ years leading medical electronics R&D — firmware + hardware, concept to compliance to shipping
• Currently — Hardware design in a cross-national team, integrating AI into embedded and industrial workflows
• How I work — AI is a tool. Tools have to work in production. That's the bar.

• Vision-language models for industrial defect classification
• Local LLM agents on Jetson Orin Nano for automation and personal ops
• AI-assisted PCB and firmware design workflows

Based in Taiwan · Open to conversations on medical electronics, industrial AI, embedded systems, and AI deployment strategy.

_{Bridging chips and cognition. Building what actually ships.}