Selected Work
NC Nursecast Graduate Diffusion
Interactive mapping visualization showing where nursing graduates practice relative to their educational institutions, helping policymakers understand workforce distribution patterns across North Carolina.
Method: Calculated standard deviational ellipses to approximate institutional footprint. Interactive map built with Svelte + Mapbox GL JS.
NC Nursecast Supply & Demand Modeling
Dashboard displaying forecasts of nursing workforce supply and demand through 2033, enabling better planning for the nursing workforce.
Method: Interactive charts and maps built with Svelte and D3, querying a PostgreSQL database of projections.
DocFlows Physician Migration
National visualization tracking physician migration patterns across states, providing insights into workforce mobility.
Method: Interactive charts and maps built with D3, querying a PHP/MySQL backend.
NC Health Workforce Supply
County-level interactive map displaying the number and rate of healthcare professionals, as well as demographic breakdowns.
Method: Richly interactive dashboard built with Vue and D3, using data from a PostgreSQL backed API. Website built with Hugo.
Pediatric Subspecialty Forecasts
Regional forecasting model for pediatric subspecialty workforce growth, helping medical institutions and policymakers plan for future healthcare needs in pediatric specialties.
Method: Website and visualizations built with SvelteKit over a PostgreSQL database, enabling fast user interactions.