projects
four projects that all had to answer the same question:
What happens when the system gets it wrong?
AI clinical decision support for radiology, designed so a radiologist could trust it inside a thirty-second read.
A behaviour-change system for a conversational companion that improvises, designed to sit outside medical-device regulation.
Mental health and EAP platform, rebuilt from the ground up while pivoting from consumer therapy to enterprise care.