Writing
Building a language app with AI tools taught me to use plain, tested rules wherever there is one right answer, and a model only for the rest.
Halfway through an MSc project for a real client, my team was merged with two others into a group of thirteen or more. What helped, and what I would change.
Every mistake I reject from an AI coding agent is written down in my own words, turned into a rule and, where possible, checked by a script.
What parents asked about a toy that listens
For an MSc project we analysed interviews with nine UK parents about an AI storytelling toy. Their questions were practical, and most came down to trust.
A public CV is a complete account of a person that anyone can copy. I share mine on request, and each employer gets the version written for its role.