01 Understand
Start with
your business.
Before choosing a tool, I want to understand how your business works, where the current system gets in the way and what needs to change.
Independent developer & technical partner
I’m a backend developer. I work with clients to understand their business, design the system and take it through to production. AI is part of how I work.
I work with a small number of clients and get to know their systems properly.
How I work01 Understand
Before choosing a tool, I want to understand how your business works, where the current system gets in the way and what needs to change.
02 Simplify
I separate the parts that need to work together and make the assumptions clear. When a simpler model answers the question, I start there.
03 Guide
I use AI to write code, investigate options and run research. As the system grows, I set the architecture and checkpoints that keep the work consistent. I review the results and change direction when they miss the need.
04 See it through
Once the system runs, I compare its behaviour with what we expected. I investigate the differences, correct what needs fixing and use what we learn to decide what comes next.
The way I work

When I take on a project,
I take it personally.
I work with a small number of clients. That gives me time to learn their business and understand the systems they rely on.
If a requirement doesn’t make sense, I’ll say so. If something I’ve built goes wrong, I investigate it and work through the fix.
My background is backend development. I choose the language and tools around the problem, the existing system and the people who will maintain it.
The team
We’re a team of two. One of us leads the technical work; the other handles the commercial conversation and follow-up.
Founder & technical partner
I design the system, guide the AI-assisted work and review what we deliver. I stay involved when a technical decision needs revisiting.
Architecture · Development · Technical delivery
Business development & client relationships
She handles the commercial discussion, coordinates meetings and follows up on agreed actions. We join calls together when the conversation needs technical input.
Client conversations · Coordination · Follow-up