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Kathryn leads product and business development for Borealis AI, the machine learning research lab for the Royal Bank of Canada. Prior to joining Borealis AI, Kathryn held leadership positions at integrate.ai and Fast Forward Labs (acquired by Cloudera). Kathryn has helped numerous companies develop machine learning applications and is a recognized expert in the ethical and responsible deployment of AI.