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Devyani Biswal is an experienced professional specializing in data privacy and analytics, currently serving as a Methodology Architect at Privacy Analytics since January 2020, where responsibilities include developing and delivering disclosure analytics and updating frameworks for safe data sharing. In conjunction with this role, Devyani is also an AI Scientist at IQVIA, focusing on research and prototype development in differential privacy and artificial intelligence. Academic contributions include a position as a Researcher in Statistical Disclosure Methodology at the University of Ottawa, exploring differential privacy and its foundational elements. Devyani holds a PhD in Mathematics, an MS in Financial Mathematics, and a Bachelor’s Degree in Financial Mathematics and Economics from the University of Ottawa.