I started in marine engineering, moved into mechanical product design, and shipped more than 10 product developments, including medical equipment. I also worked on MEMS sensors and IC design, including a patent submission that got pushed back by the 2003 economic crisis.
Along the way, I expanded into IT, server infrastructure, system development, web platforms, social media integrations, automation, and-most recently-AI and neural systems in production.
My biggest gap was never execution in the field. It was writing it down.
Once AI tools became practical, I started documenting almost every day. The architecture decisions, deployment scars and system-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 systems I discuss.
My next focus, Insya-Allah, is practical AI for small SMEs-especially the areas the mainstream usually skips: Edge AI, Computer Vision, technical automation, SME finance, accounting systems 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 #SME #EdgeAI #ComputerVision #Automation #DigitalTransformation #Ainna
Official Cross-Network Resource
Ruang pembaca
Apa pendapat anda?
Komen baharu dihantar untuk semakan terlebih dahulu. Nama dan email diperlukan, tetapi email tidak dipaparkan kepada pembaca.
我们团队正好在讨论1，这篇来得及时。
by the 2 2003 - that is the whole thing in one line. Still thinking this one through.
I would push back slightly on AI helps, but the direction is right.
I read this twice. deployed or maintained the systems is the part that stuck.
Insya-Allah, is practical AI is what I would forward to my boss. Still thinking this one through.