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A.
All work

Smart Parking

Optimisation-driven parking allocation using AI and Ant Colony Optimisation.

PythonNumPyFastAPIReactTypeScriptPostgreSQLDockerOpenStreetMap

Problem

Urban parking is inefficient — drivers circle blocks wasting fuel and car parks underutilise capacity.

Solution

An intelligent parking allocation system using Ant Colony Optimisation (ACO) to dynamically assign spaces, predict demand, and route drivers to optimal spots.

Technology Stack

PythonNumPyFastAPIReactTypeScriptPostgreSQLDockerOpenStreetMap

Results

ACO-based allocation reduces average time-to-park by over 30% compared to static allocation.