I am an applied AI engineer based in London. My work sits somewhere between product, engineering, and research: turning messy real-world problems into systems that can be built, tested, and used.

I currently work on applied AI and LLM systems in enterprise settings. I am especially interested in the gap between impressive prototypes and reliable production tools: evaluation, structured outputs, deployment patterns, and the small details that make an AI system useful rather than merely interesting.

Before moving into software and AI, I completed a PhD in computational astrophysics at Imperial College London, where I worked on modelling planetary materials and extracting signal from noisy, high-dimensional data. I also hold a first-class MPhys in Physics and Astronomy from the University of Southampton.

That research background still shapes how I build. I like systems that can be measured, questioned, and improved. I like tools that survive contact with real users. And I like writing things down clearly enough that the next version has somewhere honest to begin.

About this site

cloudflare-social is a place for me to document personal projects in public. Some posts will be short weekly notes about what changed; others will be longer reflections on design decisions, experiments, and what I am learning as I build.

The aim is not to turn everything into a polished announcement. It is to keep a readable trail of ongoing work: what shipped, what failed, what changed my mind, and what seems worth trying next.