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Sima Ramin is a Business Data Analyst at CARFAX since September 2020, specializing in analyzing large datasets to assess quality, accuracy, completeness, and usability of products, while also preparing data providers for integration. Prior experience includes roles as a Data Specialist at CARFAX, where responsibilities involved mapping vehicle data for improved integrity, as well as positions at Scotiabank as a Customer Service Representative, at Pasargad Steel Complex as an Export Supervisor and Coordinator, and at Tablofaz Company as an Import Supervisor and Coordinator. Sima holds two graduate certificates from Fanshawe College in Business Analysis and Professional Financial Services, as well as a Master's degree in Business Administration focused on International Business from Islamic Azad University North Tehran Branch.