About

Hi! I'm an engineer working at an intersection of embedded systems, geospatial data, and engineering management. Most of my work has focused on location-aware devices, internal tooling, and painful debugging in industrial environments.

I started this blog as a way to keep track of how my thinking has developed over time. Some of that development has come from field testing, from the unexpected behaviours that only show up after 1000+ hours of soaking. Some of it has come from building systems that need to be correct, explainable, and maintainable across teams. And some of it has come from learning when not to optimise, and when clarity is more valuable than coverage.

I write here to record those shifts - in how I approach design, in what I consider important, and in what I’ve learned to ignore. I’m interested in how engineers build systems that behave predictably under uncertainty, and what happens when the assumptions behind those systems are tested in the real world.

If you’ve worked on similar systems, or are in the process of figuring them out, I'd genuinely love to hear from you.