Antonia has spent the past two decades in all aspects of the data science industry. Starting out as a modeler, she applied machine learning algorithms to fraud detection, credit scoring, lead generation, and crime prediction problems among many others. She has worked with both commercial and government clients to ensure that their analytics efforts will be impactful and adopted. Antonia also spent some time in advertising technology, leading an R&D team of data scientists and mathematicians. Antonia keeps her wits about her in a crisis.