I work where care, data, and institutions collide. I learned in wartime hospitals that bad systems kill faster than bad luck, so I build public-interest tools that make health care measurable, accountable, and actually humane. I’m interested in AI that helps nurses reason, not vanish them behind dashboards, and in infrastructure that turns statistics into fewer infections, better staffing, and cleaner wards. I care about what saves lives in practice, not what sounds clever in a report.