As a Doctoral Student at Massey University, Wellington, and a former Senior Software Engineer, I specialise in leveraging Machine Learning and Artificial Intelligence to solve complex challenges in emergency management. My current research at the CRISiSLab, Joint Centre for Disaster Research, Massey University focuses on developing AI-driven models for rapid flood inundation and impact forecasting , contributing to more effective disaster response systems in New Zealand.With a solid background in software engineering and a passion for applying technology to real-world problems , my work bridges the gap between advanced ML algorithms and practical applications of impact-based warnings for floods.