Analytics By Design 2019

Organizing Team

Michelle Liu


Michelle is the founder and co-chair of Analytics By Design. She currently works as a Senior Agile Project Manager (Advanced Analytics) at Scotiabank, overseeing rapid labs and pushing the digital-first agenda of the bank. Her team develops cutting-edge analytical solutions by leveraging AI and machine learning techniques. Prior to banking, Michelle was a former consultant at Deloitte where she strengthened the digital and analytics capabilities of large financial institutions and organizations in the public sector. Michelle was elected the co-president of the Master of Management Analytics (MMA) class of 2018. She holds a Project Management Professional (PMP) certification and a Certified ScrumMaster (CSM).

Jeremy Fajardo

Tech + Content

Andy Lai


James Musgrave