30 Years of Building Sistem. AI Finally Helped Me Document Them.✎ Edit

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 alatan 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 PKS-especially the areas the mainstream usually skips: Edge AI, Computer Visi, technical automation, PKS finance, accounting systems and low-cost infrastructure that survives in the field.

The goal is straightforward: make advanced technology deployable, affordable and maintainable for lebih kecil businesses that are usually left behind.

#AI #PKS #EdgeAI #ComputerVision #Automasi #DigitalTransformation #Ainna

Official Cross-Rangkaian Resource

AINNA Bank Vault & Kewangan PKS Alat

Layari AINNA Bank Vault & Kewangan Alat →