Live occupancy data
Real-time university library availability with seat and occupancy reporting.
Web app
CampusBusy
Live university library occupancy tracker with seat availability, source health, and short-horizon predictions.
Overview
A live product built around real usage.
CampusBusy tracks live university library occupancy, free spaces, and source health across the web app, with the current production setup focused on Aberdeen. It is the kind of project that only makes sense once the data pipeline, frontend, and deployment all work together.
The more interesting part is that it goes beyond a simple dashboard. The product includes short-horizon prediction work for Aberdeen libraries, separate production and dev environments, and the operational detail needed to keep live data trustworthy.
Prediction tooling
Short-horizon occupancy forecasting for Aberdeen libraries, backed by live scoring and model promotion rules.
Full-stack delivery
A real deployed product with separate environments, data collection, API work, and a public frontend.
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