People watching with AI
How confidence and capability change when ordinary people start using generative AI.
Curious data pro by day, Tech tinkerer by night. Notes from a curious data professional, shared for people who enjoy thinking things through.
An idea that sat with me for years has sent me down a rabbit hole of research into CPUs, GPUs and reconfigurable processors. Using a touring theatre production to help me understand the challenges, I've explored the concept, read research papers, and eventually shared my work with people who might be able to take it further. I don't know where it will lead, but sometimes an idea deserves to be explored. Nothing wrong with dreaming, is there?
How confidence and capability change when ordinary people start using generative AI.
Explore “Attack or Typo”: an experiment in using typing rhythm and keyboard movement patterns to recognise password typos and help authenticate users.

Feeling out of place on the sidelines? A reflective look at being a non‑sporty parent in a sports‑obsessed world, supporting kids to enjoy the game, build soft skills and find their own relationship with sport—without becoming a pushy “sports parent”.
One of the things I have learned from working in data and analytics is that continuous improvement never really ends. Even when something works, there is always another question worth asking: Can I do this better?
A personal reflection on working behind the scenes at university graduations – floor managing ceremonies, data, and theatre to help others shine on stage.