Emily is a senior researcher in Google's AI Ethics team, where she studies the societal impacts of machine learning and AI technology. My recent research focuses on critically examining the standards, values, and work practices that structure the development and use of machine learning datasets. She was deeply touched by the questionable dismissal of her managers Timnit Gebru and Margareth Mitchell.