Recommender Systems, Software Architecture, Machine Learning, Testing, Backend.
content from the recommendation models into the backend. These steps include filtering out duplicates and filtering out malformed results. Malformed results include invalid result IDs or broken metadata when these IDs are converted into actual recommendation objects (the image URL might be