Attack or Typo
Explore “Attack or Typo”: an experiment in using typing rhythm and keyboard movement patterns to recognise password typos and help authenticate users.
Ideas, systems, and the work behind them.
Curious data pro by day, Tech tinkerer by night. Notes from a curious data professional, shared for people who enjoy thinking things through.
People watching with AI
How confidence and capability change when ordinary people start using generative AI.
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Updating My Blog with EmDash
Trying to fit into a sports parents world
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”.
Re-architecting Next Trains
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?
In the wings of graduation
A personal reflection on working behind the scenes at university graduations – floor managing ceremonies, data, and theatre to help others shine on stage.
Beyond Guardrails: Why Enterprise AI Needs a Semantic Control Plane
Enterprise AI needs more than guardrails. This article explores ontology, governance, and a semantic control plane for safer, context-aware agents.