High-stakes machine learning refers to applications where machine learning models can have a significant impact on people's lives. It is vital that we carefully consider the best practices to ensure that such applications have an ethical impact on individuals. This talk will focus on responsible machine learning practices and discuss the central role that ethical considerations have at the work we do at Mind Foundry.