Commercial Real Estate Asset Intelligence Platform
Client: TerraMetric Capital (Institutional Property Investment Fund) · Industry: Real Estate & Analytics
Building an interactive geospatial platform capable of rendering and filtering 100,000+ commercial parcel records with sub-50ms query responses.
Confidentiality Notice: Client branding and proprietary domain names are protected under mutual non-disclosure agreements. Architectural diagrams, code patterns, and performance metrics displayed below are authentic records extracted from the live production build.
The Problem
Investment analysts spent hours cross-referencing zoning records, flood maps, and tax databases across slow, disconnected government websites.
Key Constraints
- •Massive vector dataset rendering without browser crashes
- •Complex multi-polygon spatial intersection queries
Technical Approach & Execution
Employed Mapbox GL with customized vector tile servers and PostgreSQL PostGIS spatial indexing paired with a responsive Next.js analytics dashboard.
Vector Tile Generation & Dynamic Layering
Built custom vector tiling pipelines that serve gigabytes of zoning and parcel data at 60 FPS in modern browsers.
Complex Spatial Filter Engine
Created a visual query builder allowing analysts to combine geographic boundaries, cap rates, and property sizes in real time.
Cloud & Deployment
- Next.js App Router on Cloudflare Pages
- PostgreSQL + PostGIS on AWS RDS
- Vector Tile CDN Cache
Tools & Languages
Key Engineering Lessons Learned:
- •Offloading polygon intersection calculations to PostGIS preserved snappy front-end interactivity
Explore other engineering engagements
See how our solutions scale across varying stacks and industries.
Real-Time Fleet Telemetry & Dispatch Platform
Rebuilding a fragmented legacy dispatch system into a reactive Next.js application with real-time GPS tracking, automated driver assignments, and automated invoice reconciliation.
WooCommerce to Headless Next.js & Sanity Migration
Transforming a sluggish monolithic WordPress/WooCommerce site into a headless architecture, reducing load times from 4.8s to 0.7s and raising mobile conversions.
Rescuing an AI-Generated Financial Modeling Application
Auditing, refactoring, securing, and deploying an MVP built using Cursor and Bolt that was plagued with client-side secret leaks, infinite API loops, and broken auth.
Facing a similar Web Applications challenge?
Let's review your architecture, codebase, or infrastructure constraints. You will speak directly with a senior systems engineer — not an account manager.