Enterprise Real-Time Geospatial Dashboard & Benchmarking Tool

A high-performance geospatial intelligence and spatial benchmarking platform designed to process massive geographical datasets, evaluate regional KPIs, and monitor resource distribution with sub-second responsiveness.

Project Overview

Large-scale field operations and commercial enterprises often struggle to benchmark regional efficiency across hundreds of administrative districts. Traditional BI dashboards fail to render dense coordinate arrays fluidly, causing frustrating UI lag during spatial comparisons.

As Lead Engineer, I architected this end-to-end Geospatial Benchmarking Platform using custom Mapbox GL layers and optimized client-side state caching. The application empowers analysts and C-level decision-makers to overlay multi-layered geographic indicators, cluster millions of geo-points, and generate comparative metric side-by-sides seamlessly.

Core Challenges & Architectural Solutions

• Massive Point-Cluster Optimization: Implemented client-side GeoJSON tiling with Supercluster and Web Workers, rendering 100,000+ data nodes at a buttery-smooth 60 FPS without UI thread freezing.
• Dynamic Spatial Benchmarking: Designed split-screen choropleth heatmaps and polygon boundary queries, allowing analysts to compare province-to-province or city-to-city growth indicators synchronously.
• Sub-Second Spatial Aggregations: Built a specialized PostGIS and caching layer that handles boundary intersection calculations and aggregated regional metrics in under 300ms.