30 Years of Building. AI Finally Helped Me Write It.✎ Edit

👁 350 views
30 Years of Building. AI Finally Helped Me Write It.
For nearly 30 years, my experience has been built on actual hands-on work, not theory alone.

I started in marine engineering, moved into mechanical product design, and contributed to more than 10 product developments, including medical equipment. I was also involved in MEMS sensors and IC design, including a patent submission that was later delayed by the 2003 economic crisis.

My journey then expanded into IT, server infrastructure, system development, websites, social media, automation and, more recently, AI.

My biggest weakness was never technical execution. It was writing.
Since AI became widely available, I have started writing almost every day. The ideas, experience and technical understanding remain mine. AI helps me organise, refine and communicate them more clearly.

What I write is not based on theory alone. In most cases, I have built, tested or implemented the systems I discuss.

Insya-Allah, my next focus is practical AI for small SMEs, especially areas still largely ignored by the mainstream: Edge AI, Computer Vision, technical automation, SME finance, accounting systems and low-cost infrastructure.

The goal is simple: make advanced technology practical, affordable and usable for smaller businesses that have been left behind.

#AI #SME #EdgeAI #ComputerVision #Automation #DigitalTransformation #Ainna

Ruang pembaca

Apa pendapat anda?

Komen baharu dihantar untuk semakan terlebih dahulu. Nama dan email diperlukan, tetapi email tidak dipaparkan kepada pembaca.

💬 5 komen pembaca
Suda 🇹🇭 Thailand · 110.164.*.72

I read this twice. my next focus is practical is the part that stuck.

Miguel 🇵🇭 Philippines · 112.198.*.52

Sent this to two people already. websites, social media, automation is why. Have a few questions left here.

Liza 🇵🇭 Philippines · 49.146.*.24

The numbers around delayed by the 2003 make more sense than most posts I read.

Omar 🇦🇪 United Arab Emirates · 5.32.*.29

Clearer than the vendor decks I get about moved into mechanical product design.

Layla 🇯🇴 Jordan · 176.28.*.47

Short and clear. server infrastructure, system development is worth sending to my team.

Masli's Perspective

Article image
BioResearch Microbiology & cancer disease research intelligence 6 inputs → traceable research priorities Explore →
Edge AI IoT & embedded Linux intelligence at the edge 14 edge agents → offline-capable Explore →
SmartCity AI-powered smart city infrastructure & operations 24 domains → one intelligent operating layer Explore →
SME AI Build AI capability inside your own SME 6 build tracks → in-house capability Explore →
AINNA Ecosystem

Keep exploring after this article.

Every article page should end with a clear path into the wider AINNA, Agent, and NeuralOps ecosystem.

Current topic Masli's Perspective Author profile Masli Yahaya AINNA Main ecosystem hub Agent Private autonomous agent hub NeuralOps AI automation and business systems Lead form Start a pilot discussion
AINNA Agent AI

Deploy Our AINNA AI Agent

Linux is the core path, Windows is supported, and Android / Termux works as the companion layer.

6 downloads
Linux / macOS curl -fsSL https://ainna.bond/install | bash
Verify ainna --version
AINNA
CLICK ME
Rotating Earth

Site Sections

No section data available yet.

Sites with documented sections will appear here.