Party Detector was inspired by the common issue of excessive noise in student dormitories during quiet hours, where complaints are handled manually and responses are often delayed. We built an end-to-end IoT system using an ESP32 and sound sensor to detect sustained noise levels above a threshold

Noise>T∧Duration>D. The device sends HTTP requests to a Spring Boot backend, which stores violations and powers a React dashboard for real-time monitoring. We learned full-stack IoT integration and faced challenges in threshold calibration, time synchronization, and hardware–software communication.

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