DataChef's RecSys is a fully automated end-to-end recommender system based on recent deep learning techniques. RecSys is highly flexible to your business needs and it is fully compatible with your other AWS services and solutions. It automatically provisions the required resources and implements the entire pipeline of the recommender system within your AWS account with just a few clicks. RecSys is a general-purpose business-agnostic recommender system and supports various types of interactions and entities. It also consists of a hybrid of collaborative filtering and content-based machine learning models for better recommending the entities to the end-users. In addition, RecSys implements a simple easy-to-use admin panel for customizing and initializing the workflow and provides a dashboard for reporting and visualizing the KPIs.