The escalating humanitarian crisis in Gaza has led to severe food insecurity, posing an immediate threat to public health. This article outlines a proposed initiative, "Project Africa for Gaza Food Security" (PAF-GS), which leverages artificial intelligence (AI) and collaborative networks to monitor and address nutritional deficiencies within affected families. PAF-GS proposes the development of an AI-driven mobile application designed to provide real-time updates on food security, peace negotiations, and historical context of the conflict. Critically, the application will foster a pan-African and international network of scientists, including bioinformaticians, statisticians, and ethicists, to provide expert analysis, statistical surveillance, and ethical guidance. The project aims to inform targeted humanitarian interventions, facilitate evidence-based decision-making, and promote a data-driven approach to resolving the humanitarian food crisis in Gaza. This initiative highlights the potential of bioinformatics and digital health tools in complex humanitarian emergencies and underscores Africa's role in global health leadership and innovative humanitarian solutions.
Keywords: Food Insecurity; Gaza; Artificial Intelligence (AI); Humanitarian Aid; Nutritional Surveillance; Digital Health; Bioinformatics; Conflict Zones; Ethical AI; Conflict Resolution (or Peacebuilding)