Our team is developing an audio-based UAV detection system that uses strategically placed microphone arrays to triangulate drone locations in real time. By implementing machine learning algorithms to analyse acoustic signatures and synchronizing sensor data through precise signal processing, we aim to create a scalable, low-cost early warning network for drone activity monitoring.