About Karaza

AI is becoming part of how we think, work, learn, and create.

But having access to AI doesn't mean knowing how to use it well.

Most people are still figuring things out through trial and error—collecting prompts, testing new tools, and wondering whether they're getting as much value from AI as they should.

We aim to help close that gap.

Our focus is on AI Fluency: understanding what the tools can do, communicating with them effectively, evaluating their output, and integrating workflows into the way they already work.

The goal isn't to turn everyone into an AI expert.

It's to give people the confidence, judgment, and practical skills to work effectively in a world where AI is increasingly part of everything we do.

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About the founder

Hi, I'm Mahmoud.

I'm a generalist. I never found a specialized lane I was good at staying in, or wanted to stay in. I'm curious, I usually have ten or more tabs open, and I can't sit still with an idea I haven't tried.

Trying things used to be expensive. An experiment cost time, money, and whatever else I gave up to make room for it. AI dropped that cost. Ideas are cheaper to test now, and cheaper to get wrong, so fewer of them stay open tabs.

Before AI, I built a dry cleaning business, launched a podcast, and launched a sustainable apparel e-commerce brand on Shopify. Every one of those taught me something about building with limited resources.

I have a low tolerance for AI slop, and it comes from exposure. I spend a lot of time thinking in chats, which makes me a VIP customer of the stuff.

English is not my first language, so a lot of the writing and grammar here is assisted by, or written with, Claude. The ideas, thinking, reasoning, and applications are mine. I'm also learning to write: I run projects that teach me the craft, then apply the lessons to my own work. It's a process I'm enjoying.

My goal is to help you become AI-fluent so you can turn your ideas into a meaningful body of work

Thanks for being here.

Mahmoud

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