The Empty Chair

Applied AI for predicting and preventing clinic no-shows — from data cleaning to training an interpretable model, and from risk scoring to supportive intervention design. The project uses machine learning not to label people, but to help clinics act earlier and more carefully.

ING Senior Assist

Not everything needs AI. At the service desk, I saw hesitation that analytics would never capture. The interface worked. But people still paused. This project explores how design — not automation — can restore confidence. Decision Logic vs. AI

Flippy

AI-assisted MVP built with Lovable, Claude and ChatGPT. A vibecoding experiment that became a responsible AI product, exploring prompt-driven workflows, design system foundations, UI consistency, privacy and AI behaviour.

Focus on Emotions

Focus on Emotions studies belonging, connection, and emotional development in children. Their website was not reflecting any of that. This is the story of how a redesign changed that — and what it took to get there.