She is the founder of 10P1 Inc. and brings experience in digital strategy and complex institutions (The New York Times, Citigroup, R/GA). She holds an M.S. in Organizational Change Management. Her work sits at the intersection of Responsible AI, Systems Ethics, and institutional leadership.