I am leading the ML applied research team at Dataiku that seeks to contribute to the academic Machine Learning community as well as develop tools to assist ML practitioners on their data journey. We are focusing on ML in the real world and our current research topics include active learning, data drift detection and correction, robust ML and ML debugging.