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Umaima Khurshid Ahmad is a Machine Learning Engineer currently employed at DAT Freight & Analytics since May 2022. Prior to this role, Umaima served as a Graduate Assistant - Data Analyst at DePaul University College of Computing and Digital Media, where responsibilities included data analysis and managing the DePaul Center for Data Science website. Umaima's experience also includes a position at Goodable, where supervised learning techniques using Natural Language Processing were designed to enhance predictive modeling. A background in mobile software engineering includes roles at INFINIUN, Trustwire, and StreamOwl, focusing on artificial intelligence integration and secure encryption algorithms. Umaima holds a Master of Science in Data Modeling/Warehousing and Database Administration from DePaul University and a Bachelor's degree in Computer Science from COMSATS University Islamabad.