The client is a popular weight loss app that focuses on changing behavior to adopt a healthy lifestyle and appearance. The app makes it entertaining to build new habits as part of a supportive community. Among other features, it enables users to listen to live sessions from wellness coaches, other experts, and leading voices.To increase user engagement and loyalty, the client imagined building a recommendation engine as a core function of the app. Its key task would be an effective matching system between user goals and preferences AND relevant live streams and health-related trending topics.Our team has developed an AI-powered recommendation engine that works with both audio and text formats. By leveraging a siamese-architecture-inspired network, the system considers multiple parameters to produce relevant and engaging content recommendations.