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The project proposes a Smart IoT-based Trash Bin system that uses ultrasonic sensors to monitor waste levels and load cells to measure weight in real time. The system's data-driven approach enables optimized waste collection schedules, reducing operational costs and environmental impact. Research methods include system development through IoT integration, sensor configuration, and data monitoring via a web platform and application Telegram. Results show that the smart bin system can improve collection efficiency and resource utilization. Future recommendations include expanding IoT applications in public waste management to foster sustainable urban cleanliness.