My Work
A collection of projects exploring healthcare AI, clinical workflow design, and product systems.
Healthcare AI · 2026
My role: Scoped, designed, and built the workflow audit and analysis.
Modeled signal-to-action latency across 500 synthetic ICU workflow events. Found a 36-minute median response time and 63.8% SLA compliance, with a full audit trail from signal to action.
Clinical Workflow Signal AuditPublic Health · 2026
My role: Designed and built the county-level planning and analytics tool.
Built a county-level planning tool on 10,483 health facility records from Kenya's public facility data, surfacing service and ownership gaps by region.
Kenya Health Facilities DashboardHealthcare AI · 2026
My role: Designed and built the maintenance classification and routing pipeline as a FlyRank internship assignment.
Classifies biomedical equipment maintenance reports into structured routing decisions, assigning equipment type, issue, urgency, and responsible team.
Biomedical Maintenance TriageAI Systems · 2026
My role: Designed and built the multi-source scraping, scoring, and ranking pipeline.
Aggregates live roles from 6 job sources, scores and ranks them, and surfaces a fixed top-30 priority list.
Remote HealthAI Role Matcher