Muhammad A. has a strong background in computer science, holding a Master of Science from the University of Arizona and a Bachelor's degree from Lahore University of Management Sciences. Professional experience includes roles at LinkedIn, where contributions were made as a Site Reliability Engineer from May 2020 to September 2020, followed by a Senior Site Reliability Engineer from April 2023 to March 2024, leading to a current position as a Senior Software Engineer since March 2024. At the University of Arizona, Muhammad served as a Graduate Teaching Assistant and Graduate Assistant from September 2020 to July 2021. Prior experience also includes a Teaching Assistant role at Lahore University of Management Sciences for an Artificial Intelligence course and work as a Research Assistant on Middlebox Detection under Dr. Mobin Javed.