Geospatial AI

SmartCity AI

Twelve modules for traffic analysis, citizen services, emergency response and infrastructure planning across all seven emirates.

GitHub Live on Hugging Face Live site

Overview

Runs on ~171,000 OpenStreetMap road links stored as PostGIS geometry, with A* routing costed by live congestion, ~17,500 named places for geocoding, and RTSP/ONVIF CCTV implemented at the wire level. No GPU, no paid API keys.

Highlights

A* routing over 136k nodes with congestion-weighted edges
Fuzzy geocoding, reverse lookup and radius queries
Rule-based complaint NLP: classification, sentiment, priority and routing
Static edition published to Hugging Face and GitHub Pages on every push

Stack

PostGISOpenStreetMapFastAPINext.jsRedisCeleryNLP

Role: Solo project
Year: 2026
Language: Python
Stars: 0

Merged pull requests

Clear CI deprecation warnings: Node 24 actions, pydantic and FastAPI APIs #4Oct 6, 2026
Add end-to-end testing suite and GitHub Pages deployment #3Oct 6, 2026
Fix defects found by an end-to-end suite and code audit; add GitHub Pages #2Oct 6, 2026
Hosted static edition on a free Hugging Face Space, plus map, planner and CI fixes #1Oct 1, 2026

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