Muhammad Sarfraz is a Senior Data Engineer at MUFG Investor Services, where responsibilities include building a Datalake in AWS for data consolidation and implementing Apache Hudi for ACID properties. Previously, Muhammad served as Lead Data Engineer at Afiniti, an AI company, where development of complex customer history processes significantly contributed to AI models utilized by clients. Prior experience includes multiple roles as Senior Data Engineer, Data Engineer, and Analyst Software Engineer while self-employed from March 2014 to June 2021. Education was completed at the University of Engineering and Technology, Lahore, from 2013 to 2017.