For close to three decades, my experience has come from building, testing and maintaining real 系统—not from classroom theory alone.
I started in marine engineering, moved into mechanical product 设计, and shipped more than 10 product developments, including medical equipment. I also worked on MEMS sensors and IC 设计, including a patent submission that got pushed back by the 2003 economic crisis.
Along the way, I expanded into IT, server infrastructure, 系统 development, web platforms, social media integrations, automation, and—most recently—AI and neural 系统 in production.
My biggest gap was never execution in the field. It was writing it down.
Once AI 工具 became practical, I started documenting almost every day. The architecture decisions, deployment scars and 系统-level understanding are still mine. AI helps me structure, refine and communicate them so other builders can actually use them.
What I publish is not abstract theory. In most cases, I have built, deployed or maintained the 系统 I discuss.
My next focus, Insya-Allah, is practical AI for small 中小企业—especially the areas the mainstream usually skips: 边缘 AI, 计算机视觉, technical automation, 中小企业 财务, accounting 系统 and low-cost infrastructure that survives in the field.
The goal is straightforward: make advanced technology deployable, affordable and maintainable for smaller businesses that are usually left behind.
#AI #中小企业 #EdgeAI #ComputerVision #自动化 #DigitalTransformation #Ainna
