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.
