In the ever-evolving field of healthcare, providing relevant and specialized content to healthcare professionals is crucial. To address this need, our team developed a sophisticated content recommendation engine powered by machine learning. This engine personalizes content based on healthcare professionals’ specialties and their site interactions, significantly enhancing their engagement and the relevance of the information they receive.