As a Staff Data Scientist at Ki, Daria built the foundation for machine learning risk assessment models while helping grow both the Data Science team and the practical applications of ML across the business. Her journey to this role spans diverse industries including Universal Music Group and BlackRock, where she applied her data skills to everything from music recommendation engines to systematic hedge fund research.