Cyprian Aarons · Harare → Remote
Your AI works in a demo
I make it work
in production.
I'm a full-stack & AI engineer who ships support automation, operational tooling, and product systems — not prototypes. If your team needs an AI workflow that survives first contact with real users, let's talk.
Semai.
AI support platform that gave SMBs 24/7 coverage without the brittle chatbot tooling.
“Cyprian developed a middleware API platform that seamlessly integrated our business services. His technical expertise and deep understanding of our needs helped automate key processes and deliver a robust, user-friendly solution that significantly enhanced productivity.”
“Very easy to work with and understood the assignment. He is very knowledgeable in his field and I would be more than happy to work with him again.”
“A talented developer, always willing to put forth 100% effort on every project. I am honoured to have worked with him on many projects and looking forward to working with him on many more.”
Building AI Support Agents Operators Actually Trust
What changes when you design AI support systems around escalation paths, grounded answers, and response ownership instead of a demo.
When RAG Is Worth the Complexity for SMB Teams
A practical framework for deciding when retrieval adds real value, when a workflow engine is enough, and what business teams actually need from AI search.
Shipping AI Workflows Without Breaking Existing Ops
How to add AI into real service businesses without forcing teams to throw away the tools, processes, and accountability structures they already rely on.
Got a project that needs
to actually ship?
Discovery calls are free. I'll tell you honestly if I'm the right fit — and if I'm not, I'll point you somewhere useful.