Holistic design for technology that works end to end.
You've got a piece of technology — maybe a sensor, a device, a data pipeline — and you need the full picture: how it fits together, how users interact with it, how it scales. That's a systems problem, not just a software problem.
I think holistically about solutions. That means architecture, interfaces, data modelling, and the practical decisions that determine whether a system is easy to extend or fights you at every turn. Often throwing away what you have isn't an option — legacy technology is everywhere, it's too valuable to discard, and working with it thoughtfully is a skill in itself.
The landscape is shifting too. API design that made sense when humans were the primary consumers doesn't always hold when you're building for LLMs and automation. I can help you think through your system design, API definition, and data modelling with these considerations in mind.