In this research, we developed an AI-driven framework that rapidly predicts floods in coastal areas, considering various shoreline protection strategies and a different sea-level rise scenarios. By combining data from two coastal cities, our lightweight model delivers near real-time flood projections under various adaptation strategies. This approach can guide policymakers in designing effective defenses, ultimately promoting safer coastal communities and infrastructure.