Knowledge base.
Guides I keep for myself — reference first, written to survive the year. Each one is updated on a cadence, not left to rot.
AI From Zero
An ordered path for complete beginners · all 10 lessons available · progress saved on this device
Start learning → Course 01 · Continue learningMachine Learning Fundamentals
The ML loop from data to a model in production · 1 of 12 lessons available
View course →Articles go out of date — that's fine, news is news. Knowledge shouldn't. If a guide here says "last updated Apr 2026," that means I opened it in April and decided the answer still holds.
Can You Run AI Locally?
A beginner's guide to running AI on your own computer — is it really possible, what do you need, and is it worth it vs. ChatGPT in the cloud?
How to Evaluate AI Vendors
A checklist for choosing an AI vendor — security, SLA, Thai-language support, compliance, cost lock-in, and having a real exit plan
AI Use Cases for Your Business
A practical checklist of what AI actually does for a business — customer support, content, research, coding, and knowledge bases