Engineering notes from real product work.

I write about architecture decisions, delivery trade-offs, and production lessons from AI features, Chrome extensions, and full-stack platforms.

Why I Chose PostGIS Over an ORM for Bean Remote

When building a geolocation-heavy mobile app like Bean Remote, using raw PostGIS gives you a major performance advantage over ORMs. Here’s why I skipped abstraction for spatial speed and precision.

Why I Gave a Voice to AI at the Anthony Nolan Buildathon

At the AI for All Buildathon hosted by 42 London, I helped create an AI assistant for the charity Anthony Nolan - not just to answer questions, but to make space for people to be saved.