A five-day Faculty Development Program brought together global participants and renowned experts from NITs, IITs, BITS Pilani, international universities, and industry, focusing on AI applications in Civil Engineering. Sessions covered machine learning fundamentals, AI in construction management, explainable AI for structural design, water resource systems, Generative AI in academics, and AI in geotechnical, pavement, and sustainable concrete engineering, with engaging hands-on activities and projects. The FDP empowered faculty and scholars with practical insights to integrate AI into research and industry practices.