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Muhammad Bilal has a diverse work experience in software quality assurance and game testing. Muhammad started their career as a Game Tester at The Game Storm Studios (Pvt.) Ltd. from March 2019 to March 2020. In 2020, they joined Lampró Méllon as a Jr. SQA Engineer, where they worked from August 2020 to March 2022. In 2021, they briefly worked as a Game Tester at IOI Technologies Private Limited from January to April. Currently, they are employed at Emerald Labs, starting as a Jr. SQA Engineer from October 2021 and later promoted to SQA Engineer in October 2022.

Muhammad Bilal began their education in 2010 at FG High School Abid Majeed Lahore Cantt, where they completed their Matric degree in an unspecified field of study in 2012. Following this, they attended Garrison Degree College from 2012 to 2015, where they pursued and completed their ICS degree. Finally, from 2015 to 2019, Muhammad Bilal attended Lahore Garrison University, earning their BS in Computer Science. No specific field of study was provided for their bachelor's degree.