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Muhammad Aamir Masood is a Principal Machine Learning Engineer at hazen.ai (Ransac Labs) since January 2020. Prior experience includes a role as a Software Engineer at u-blox from August 2016 to July 2018, where core responsibilities involved developing and maintaining internal tools for the testing and certification of embedded software on wireless modem chips and creating support software for customer testing. Additionally, Muhammad served as a Research Associate at ITU - Information Technology University in early 2016, focusing on research to optimize compute time and power consumption in embedded devices with Dr. Rehan Hafiz. Muhammad Aamir Masood holds a Master's degree in Computer Science with a focus on Machine Learning from the University at Buffalo (2018-2020) and a Bachelor's degree in Electrical and Electronics Engineering from the National University of Sciences and Technology (NUST) (2010-2014).