Overview
A mobile solution designed for institutional space utilization tracking using distributed sensor inputs.
The Problem
Users faced inefficiencies due to lack of visibility into seating availability during peak usage hours.
The Solution
Developed a real-time occupancy intelligence pipeline aggregating pressure-sensor signals through edge processing layers before synchronizing with a central availability service. Implemented spatial mapping logic to convert raw sensor states into dynamically updated occupancy heat-maps optimised for mobile interaction. Designed queue-resilient update mechanisms to prevent stale seat status during peak usage bursts. Integrated adaptive refresh strategies and lightweight caching to maintain usability under high concurrent access conditions.