The "SHIELD" project proposes a wireless sensor network to combat human trafficking in India. Leaf nodes, equipped with Zigbee transceivers, cameras, and RFID receivers, form a mesh network connected to cluster head nodes. Machine learning algorithms enable facial recognition based on police reports of missing persons. Cluster heads provide internet connectivity for data transmission to administrators. This innovative system aims to address the complex and widespread operations of human trafficking by leveraging technology for detection and prevention. By utilizing wireless sensor networks and machine learning, SHIELD offers a proactive approach to mitigating the detrimental effects of human trafficking in India.