
A clinical-operations platform for respiratory and sleep medicine, used by Australian hospitals and private labs to carry a patient from referral through to a signed report, with an NHS rollout underway. It replaces a desktop product these clinics had run for years. I work across the stack: an AI scribe that turns a clinician’s live dictation into structured notes, plus the evaluation system that turns their corrections into severity-weighted accuracy numbers so scribe quality is measurable release to release; a conversational builder that turns plain-English questions into editable dashboards, with every generated query validated against approved data relationships before it can run; and the DST-safe scheduling engine shared by appointments, sleep-lab beds, and staff rosters.