Rplybot
AI that knows the business.
A shared AI layer for websites, WhatsApp and WooCommerce, connecting business knowledge with useful conversations and controlled tools.
AI architecture & backend
Between people, software, AI, systems and ideas. I’m Ibukun, a solutions architect and technologist building the systems behind digital products — APIs, AI agents, cloud infrastructure, automation, and the occasional idea that refuses to stay in my head.
“The interesting problems usually sit between layers: technology and people, product and infrastructure, ideas and execution.”
I like finding those connections, understanding the constraints, and turning them into something useful. When an architectural boundary is sharp and the intent is clear, even the most daunting complexity behaves with grace.
A few things I have helped bring into the world.
AI that knows the business.
A shared AI layer for websites, WhatsApp and WooCommerce, connecting business knowledge with useful conversations and controlled tools.
AI architecture & backend
Bookings, directly in WhatsApp.
Booking, rescheduling and customer messaging inside WhatsApp, connected to the systems behind the business.
Architecture & development
One platform. Independent businesses.
A multi-tenant fitness-management platform for memberships, scheduling and payments, with separate business accounts and data.
Backend, multi-tenancy & cloud
A real-estate platform, built end to end.
I built the entire system, from property listings and search to administration, backend services and cloud deployment.
Full system design & development
Much of my work lives beneath the interface: APIs, authentication, queues, distributed databases, cloud environments, deployment workflows, AI retrieval pipelines, and the deliberate decisions connecting them.
Connect the numbers in order. Reveal a drawing, discover a different side of me, and move on to the next level.
Start at dot 01.
My work spans software engineering, systems architecture, mentoring and a curiosity about people. Those interests have grown alongside one another, not in neat, separate stages.
Backend engineering, interfaces, databases and deployment are connected parts of how I build products.
APIs, integrations, cloud systems and AI workflows that help the whole thing work together.
Mentoring developers, helping people reason through technical problems, and making complicated ideas easier to work with.
AI experiments, poetry, films and music. Different ways of paying attention and making something.
Good systems make sense to the people using them.
My background in sociology shapes how I think about software: who it serves, how people use it, and whether it earns their trust.
I bring that perspective to architecture, AI and the everyday decisions that make a product useful. The technical choices matter. So do the people living with them.
Field notes from current architectural curiosities and prototypes.
Exploring how useful a local AI setup can be, and the trade-offs in privacy, memory and response time.
Exploring validation, tool permissions and conversation state in AI systems that connect to business workflows.
Thinking through latency, queues, caching and reliability, especially when a system depends on other systems.
Exploring what changes when people can talk to software instead of navigating buttons and forms.
Notes in progress. Published pieces will appear here.
We were talking about the great things that have happened in our lifetimes; and I said, "Oh, I suppose the moon landing was the greatest thing that has happened in my time." But, of course, we were all lying.
Songs and playlists that keep me company. Pick one and make it your soundtrack, too.
Songs and playlists, coming soon.
A small record of the miles and sessions that happen away from the screen.
Movement log coming soon.
From Abuja, Nigeria. Updated September 2026.
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IA.shell / a small shortcut through a curious mind.
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