Nicole Radziwill is SVP & Chief Data Scientist at Ultranauts and a recognized expert in digital transformation and next generation quality. Formerly VP of the Global Quality and Supply Chain Practice at Intelex Technologies in Toronto, and a tenured Associate Professor of Data Science and Production Systems, she is an elected Academician with the International Academy of Quality (IAQ), a Fellow of the American Society for Quality (ASQ) and a past Chair of the ASQ Software Division. She has a PhD in Quality Systems, and is the author of data science and statistics textbook used in 30+ universities, as well as Connected, Intelligent, Automated: The Definitive Guide to Digital Transformation and Quality 4.0 from ASQ Quality Press (2020).