Building AI Products from Karachi: My Story
Muhammad Hamd
Agentic AI Engineer & Systems Builder
June 4, 2026 · 7 min read
This one is personal rather than a how-to. People sometimes assume serious AI products only come out of Silicon Valley or a handful of European hubs. I build them from Karachi, and the story of how that happened says something about what is possible from here, so I want to tell it plainly.
It started with backend engineering
I did not begin with AI. I began with backend systems, building scalable Node.js and Express APIs, real-time WebSockets, and message queues at VativeApps. That work taught me the discipline that still defines everything I build: reliable systems that hold up under real traffic, not code that only looks good in a demo. AI engineering, it turns out, rewards that discipline more than anything.
The turn toward AI systems
At Cubitrek I moved from full-stack development into agentic AI engineering over a single intense year, building autonomous workflows in Python that ran multi-step business tasks on their own. That was where I saw clearly that the interesting frontier was not another chatbot, but systems that could plan, use tools, and finish real work. From Karachi, with a laptop and a good internet connection, I was building the same class of systems being built anywhere.
Shipping my own products
Then I started building products of my own. WatBot, a WhatsApp AI automation platform with a core engine written in Go. selfbrand AI, a SaaS that automates most of the work of personal branding using LLMs. Asmara.AI, an AI-native automation product. Founding products changes how you engineer, because you feel every shortcut and every flaky pipeline yourself, which pushes you to care about reliability in a way client work alone never quite does.
Working with the world from here
Today I also work as a full-stack AI engineer at MindKeepr in Tallinn, Estonia, building agentic pipelines with retrieval, while based in Karachi. That is the part worth underlining: the work is global, the location is local, and the two are no longer in tension. The internet flattened the map for this kind of engineering, and Karachi is as valid a place to build from as anywhere.
Why this matters
I tell this story because talent here often underestimates what is reachable. You do not need to be somewhere else to build serious AI products. You need the engineering discipline, the willingness to ship and learn, and the patience to make systems that actually work. The map matters far less than it used to.
If you are building AI from Pakistan and want to compare notes, or you are a company that wants to work with someone who builds from here, I am easy to reach. I am always glad to talk with people doing real work.
Frequently Asked Questions
Can you build serious AI products from Pakistan?+
Yes. The internet makes this kind of engineering location-independent. I build production AI systems and products from Karachi for clients worldwide, and work remotely with an enterprise team in Estonia. What matters is engineering discipline, not location.
What AI products has Muhammad Hamd built?+
WatBot, a WhatsApp AI automation platform with a Go engine, selfbrand AI, a personal-branding SaaS powered by LLMs, and Asmara.AI, an AI-native automation product. He also builds agentic RAG pipelines at MindKeepr in Estonia.
How did you get into AI engineering?+
Through backend engineering first, building scalable APIs and queues, then moving into agentic AI at Cubitrek by building autonomous Python workflows. The systems discipline from backend work carried directly into building reliable AI.
Does location matter for building AI products?+
Far less than it used to. With strong engineering and the willingness to ship and learn, you can build serious AI products from Karachi or anywhere. The work is global even when the desk is local.

Written by
Muhammad Hamd
Agentic AI Engineer & Systems Builder
Muhammad Hamd is an agentic AI engineer and systems builder based in Karachi, Pakistan. He builds production-ready AI systems for founders and teams worldwide, and is the founder of WatBot, selfbrand AI, and Asmara.AI. He also works as a full-stack AI engineer at MindKeepr in Tallinn, Estonia, where he architects agentic AI pipelines with RAG. Everything he writes comes from systems he has actually shipped.
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