This project involved designing and overseeing data collection workflows within local supply chain and warehouse operations in Nigeria. Focused on AI model evaluation and operational efficiency, we gathered real-world visual data to train and validate computer vision models for inventory management, manual labor tracking, and workplace safety compliance. My role centered on managing data quality pipelines, ensuring diverse edge-case representation, and aligning field operations with AI performance metrics.