Gradient Institute’s staff have deep expertise in machine learning research and engineering, as well as commercial technology consulting and technology deployment. We also have something unique: experience creating and developing ethically-aware machine learning systems. We are motivated to bring about a world in which ethics are an integral part of data science and machine learning systems, and to ensure this new technology works to make the world fairer and more sustainable.