AI + business systems
MCP servers, APIs and secure tool interfaces that let AI agents work with organisational data and applications—not just talk about them.
Software developer · Systems thinker · New Zealand
I build AI automation, MCP integrations and modern business software that connect to the systems people already use—turning repetitive work into reliable, auditable workflows.
human in the loopWhat I do
My background spans software, infrastructure and consulting. I can follow a process from the user interface, through APIs and databases, all the way to the server it runs on.
MCP servers, APIs and secure tool interfaces that let AI agents work with organisational data and applications—not just talk about them.
Replace copy-paste, double handling and fragile manual steps with approvals, logging and sensible human checkpoints.
C#, .NET 10, Blazor and pragmatic web applications shaped around the operation, with maintainability designed in.
Selected builds
Recent projects span AI-assisted production, customer self-service, visual configurators and end-to-end business integration.
A customer-facing pipeline that turns uploaded photos and prompts into engraving-ready artwork, preserves the original, generates a mock-up and routes the result through a human production check.
A connected family of cutting-board, bottle, tumbler, gift-basket and sign builders. Customers configure artwork and text visually, then carry structured design data and assets into checkout.
A bespoke customer, quoting, order and PDF invoicing system with two-way MYOB and Xero integration—removing duplicate entry and keeping financial records synchronised.
A local sign-language learning tool using hand landmarks, motion trails and forgiving scoring to recognise signs and multi-step phrases in real time while keeping camera data on-device.
A mobile-first platform for field teams to record survey sites, catches, measurements and photos, enriched automatically with weather and moon-phase data.
About
I’m a software developer with a background in systems engineering, IT consulting and business integration. I started with servers, networking, Microsoft environments, virtualisation, databases and web hosting before moving increasingly into application development.
Today I focus on connecting systems cleanly: modern .NET applications, API-first architecture, MCP servers and AI-assisted workflows that solve real operational problems.