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Margi Dubal has extensive experience in data engineering and analysis, currently serving as the Director of Data Engineering at FreeWheel since October 2017, following roles as a Sr. Manager and Manager of Engineering in Big Data and Reporting. Previous positions include Manager of the Data Team at Paperless Post and Senior Statistical Developer at Amplify. Margi began a career in data analysis at Wireless Generation and Adknowledge, focusing on statistical methods, machine learning, and large datasets in consumer behavior. Early experience includes roles at Utah State University, where database management and ecological data modeling were key responsibilities. Margi holds a Master's degree in Statistics and a Bachelor's degree in Computer Science, both from Utah State University.