The IEEE Hackathon on AI for Sustainable Agriculture is an integral part of the IEEE Africa Entrepreneurship Summit 2025, scheduled for 22nd-23rd May at the Crown Conference Hall in Kigali, Rwanda. This hackathon aims to foster innovation and collaboration among developers, researchers, and entrepreneurs to tackle pressing challenges in sustainable agriculture using artificial intelligence (AI). By leveraging AI, participants will create impactful solutions that address food security, resource efficiency, climate resilience, and farmer empowerment across Africa.