The short version
I’m an AI and digital-product builder working across product strategy, full-stack development, workflow automation, travel technology, and digital marketing.
I take a practical view of technology. Software is never separate from the people using it, the operation supporting it, the message selling it, or the outcome it needs to create.
The problem behind Rostock.ai
Useful local information is often fragmented across websites, directories, maps, and institutional pages. The problem is not a lack of places or experiences. It is the distance between a visitor’s question and a reliable local answer.
Rostock.ai addresses that gap with a conversational knowledge layer built from structured sources, public data, and information that local organizations can help keep current.
Useful AI begins with a useful understanding of the real-world system around it.
What I bring to a project
I translate broad goals into a clear problem, outcome, owner, and next decision.
I map what actually happens before deciding what should be automated.
I connect information architecture, interface design, application logic, and deployment.
I treat positioning, content, campaigns, measurement, and follow-up as one system.
Current focus
My current work centers on local AI, tourism technology, AI-assisted workflows, multilingual digital products, and B2B growth systems. Alongside Rostock.ai, I maintain Ardmena, Rahhal, and nineteen public workflow and marketing applications on GitHub.
Bring me the difficult workflow.
The best starting point is usually the messy version: the repeated task, the disconnected tools, or the idea that has not yet become a system.
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