Cataract Care Expansion Cataract Care Expansion

Overview

Built a territorial prioritization platform and reports for a Mexican social enterprise expanding affordable eye surgery, scoring states and municipalities on modeled demand and supply gaps.

Highlights

1. 01

   Built a Next.js 16 platform whose MapLibre map clusters 11,405 georeferenced eye-care and health facilities from DENUE and CLUES, with an accessible SVG choropleth as fallback.

2. 02

   Designed an offline GeoPandas pipeline that measures distances in EPSG:6372 and assigns facilities to 2,469 municipalities through point-in-polygon joins, with Zod schemas validating the data at build time.

3. 03

   Tested ranking robustness with a Monte Carlo re-weighting analysis (P5–P95 rank ranges) and labeled every priority score in the interface as modeled, not measured.

Stack

• Next.js 16
• React 19
• TypeScript
• MapLibre GL JS
• Tailwind CSS v4
• Zod
• Python
• GeoPandas
• EPSG:6372
• Monte Carlo Sensitivity
• DENUE / CLUES
• Healthcare Access Analytics