I lead Global People Research and Analytics at McGraw HIll. I am passionate about using data to solve challenges of the 21st century global workforce. My work is geared towards creating inclusive work spaces for workers from diverse backgrounds, using data-driven and pedagogy-informed methods; and working with innovative mixed methods research. Trained as an Engineering Educator, I enjoy exploring uses of Natural Language Processing to qualitative data within engineering contexts – in academia and in industry.