In this project, we have created an analytical and predictive pipeline to model risk around the supply of heavy crude oil. Informed by background geopolitical research, we have incorporated numerous event scenarios that have the potential to affect, positively or negatively, the supply and/or demand of heavy crude oil.
Project by UCalgary Students Andrew Gellner, Michael Morgan, Yu Ling Wong, sponsored by Salah Madani and Laura Naaykens
From tag normalization and metadata validation to asset model creation and dashboard deployment, we build solutions that scale with your business. Backed by thought leadership and real-world case studies, our team combines deep domain expertise with a sharp focus on sustainability, accuracy, and impact.