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Marjan Ramin is a Software Engineer at CARFAX since November 2019, where contributions include leading a major big data project that developed a vehicle reliability prediction service, resulting in significant cost savings. Marjan has extensive expertise in backend engineering, big data, as well as full life cycle development of web-based applications utilizing REST and GraphQL. Previous experience includes work as a Software Developer at Cognition+, focusing on core Java and J2EE frameworks, and as a Research Assistant at Western University, improving pedestrian tracking via neural networks. Marjan holds a Master's Degree in Computer Software Engineering from Western University and a Bachelor's Degree from Shahid Rajaee Teacher Training University.