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SPATIAL_WEB // ARCHITECTURE & OGC SERVICES

Web GIS & Interactive Spatial Applications

Bridging spatial data science with modern web technologies. Publishing high-performance OGC web map services, structuring PostGIS spatial databases, and building responsive interactive web maps using Leaflet, Mapbox GL JS, and OpenLayers.

Full-Stack Geospatial Web Architecture

Web GIS transforms standalone spatial analyses into interactive, multi-user web applications accessible directly in modern web browsers. My approach focuses on creating modular three-tier architectures consisting of a robust spatial database, a standards-compliant map server, and a lightweight client interface connecting with GIS spatial data engineering.

By implementing Open Geospatial Consortium (OGC) specifications (WMS, WFS, WCS) and modern Vector Tile (MVT) protocols alongside Python geospatial data processing, I build spatial platforms capable of streaming thousands of features with minimal latency.

Web GIS Core Pillars & Competencies

Spatial Database & PostGIS

Storing geometric geometries in PostgreSQL with GiST indexes. Executing high-speed bounding-box queries, spatial intersections (ST_Intersects), and generating dynamic Mapbox Vector Tiles (ST_AsMVT).

GeoServer & OGC Web Services

Managing workspaces, data stores, and layer publishing. Authoring Styled Layer Descriptors (SLD) for rule-based thematic symbology and configuring GeoWebCache for rapid raster tile caching.

Interactive Frontend Clients

Developing dynamic web maps using Leaflet.js, Mapbox GL JS, and React-Leaflet. Features include dynamic layer toggling, choropleth rendering, popup telemetry summaries, and custom coordinate measurement tools.

Spatial REST APIs & Docker

Building Node.js / Express and Python / FastAPI microservices to serve GeoJSON payloads. Containerizing GIS stacks with Docker Compose for consistent, scalable cloud deployment.

Applied Web GIS Application

LocalIt: Hyperlocal Delivery & Spatial Routing Platform

Implemented location-based services integrating Google Maps API, real-time Socket.IO socket connections, and spatial boundary checking for a 3-sided mobile delivery application.

Related Specializations