Observed arrival · 2026-08-28
Imarah: A Building That Reports Back
A FAST NUCES Karachi final-year project for monitoring buildings with low-cost sensors, cloud risk analysis, and an augmented-reality view.
Field notes
The system places low-power nodes on columns, walls, risers, and tanks, then routes their readings through a Raspberry Pi gateway that can buffer data during an internet outage. The site describes eight measurements across six modules and three app roles, with readings compared against learned sensor baselines using thresholds, trend fitting, and anomaly detection. Its intended output is not a raw trace but a health index, five plain-language states, an action, and a timeframe.
Observed signals
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