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Arielle Knudsen, Ph.D., currently serves as Data Science Manager at Brown-Forman, having ascended through roles including Lead Data Scientist and Senior Data Scientist since May 2020. Prior experience includes a position as Visiting Assistant Professor at Trinity University, where course development in economics—focusing on econometrics and trade policy—was complemented by mentoring students in statistical modeling applied to real-world issues. Previous to Trinity, Arielle held a similar role at Amherst College and was an Associate Instructor at Indiana University Bloomington, gaining recognition for teaching effectiveness. Academic credentials include a Ph.D. and MA in Economics from Indiana University Bloomington and a Bachelor's degree in Economics and Mathematics from Centre College.