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Usman Siddiqui is a skilled data analyst currently employed at Sapphire Consulting Services since April 2022, where responsibilities include understanding business requirements and conducting in-depth discussions to gather insights on data needs. Prior experience includes a four-year tenure at Multinet Pakistan (Private) Limited as a Senior Engineer and Network Engineer, focusing on network operations, troubleshooting, and providing 24/7 level-2 support. Usman has also contributed to energy management systems with enhanced equipment, completed internships in battery maintenance and electronics engineering with Pakistan International Airlines and the Civil Aviation Authority, respectively, and participated as a member of the event committee for IEEE. Usman holds a Bachelor of Engineering in electronic engineering from Hamdard University, obtained between 2013 and 2018.