The Unified Citizen Grievance Prediction System (UCGPS) is a comprehensive platform designed for smart city governance. Citizens can report water leakage, electricity faults, road damage, drainage issues, garbage collection problems, street light failures, and public safety concerns. Administrators manage complaints efficiently while ML models predict high-risk zones and issue categories.