This AfIRI Dissertation Completion Grant plays a crucial role in completing my PhD research on developing low cost optical and machine-learning tools for improving rice seed selection in Ghana. With this support, I can complete data collection, finalize my experimental analysis, and prepare my dissertation for submission. The grant also assists with printing, logistics, and essential lab supplies. I deeply appreciate AfIRI’s commitment to supporting research development in Africa