For close to three decades, my experience has come from building, testing and maintaining real systems—not from classroom theory alone.
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
