She leads the Data Science Research Group, focused on developing tools to facilitate data cleaning, improved data quality and fostering knowledge discovery. Her research in discovering data quality rules, and developing data cleaning algorithms, has been published in top-tier venues. She holds 4 patents for her work in self-managing databases, and is a Faculty Fellow at the IBM Centre for Advanced Studies, where she is the PI to develop data quality metrics for IBM Watson Analytics. She has been invited as a featured speaker and panelist, and her work has been featured in McMaster Research News, and the SOSCIP 2017 Impact Report. She is the recipient of a 2018 Ontario Early Researcher Award.