Marvin is an AI engineering framework designed to simplify the development of reliable and scalable AI-powered software applications. This lightweight framework emphasizes trust and offers a range of features to ensure the integrity and dependability of AI models. By providing a streamlined and user-friendly interface, Marvin enables developers to create, deploy, and manage AI applications with ease. Some unique features include the ability to address model bias, manage data distributions, and ensure model interpretability. With its comprehensive toolkit, Marvin empowers developers to build trustworthy AI applications in various domains, such as healthcare, finance, and customer service.