In a comprehensive project aimed at streamlining the process of acquiring product images, I developed a sophisticated system to process a list of over 10,000 products. Utilizing the Bing Image API, I automatically generated a collection of potential image matches for each product. To ensure the relevance and contextual accuracy of these suggestions, I implemented an AI-based curation algorithm which vetted the images, achieving an impressive 98% accuracy rate in proposed matches.