The objective of the Individual Contractor (IC) is to support the Arab Development Portal’s work by implementing state of the art ML models on key development trends in the Arab region, with a focus on data-driven insights related to social, economic, and technological transformations. For this reason, the IC will be responsible for developing data ingestion and data transformation pipelines, AI & ML models to support the technical decisions and data architecture implemented. On top of that, the IC will be responsible of implementing LLM based and agentic-driven solutions to support DSDSD mission of innovation in the AI domain.