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Adnan Umer started their work experience as a Summer Intern at Microsoft in 2014. Adnan then worked as a Software Engineer at Confiz from January 2016 to October 2016. Following that, they joined Arbisoft as a Software Engineer in October 2016 and worked there until September 2018. In November 2018, Adnan started working as a Freelance Toptal Developer at Toptal. Currently, they are an Engineer at Strong Analytics since February 2019.

Adnan Umer completed their education with a Master of Science (MS) degree in Data Science from the Information Technology University, where they studied from 2018 to 2020. Before that, they pursued a Bachelor of Science (BS) degree in Information Technology from The Islamia University of Bahawalpur, which they completed from 2012 to 2016. Additionally, Adnan obtained several certifications including "Principles of Computing," "R Programming," and "The Data Scientist's Toolbox" from Coursera Verified Certificates in July and August of 2014.