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Muhammad Rafi started their work experience at CyTechSol in November 2017 as a Software Engineer. In this role, they were responsible for data visualization using Python web servers like Flask and Django, creating interactive graphs using JavaScript libraries, using Redis to communicate with local systems, converting speech files into text, web scraping and data extraction using Selenium, and implementing Python-based testing features. Muhammad then joined Centangle Interactive in December 2018 as a Python/Django Developer, where they worked until March 2020. Finally, they joined Mercurial Minds in March 2020 as a Python Developer, where they are currently employed.

Muhammad Rafi earned a Bachelor's degree in Computer Software Engineering from the International Islamic University Islamabad. Muhammad attended this institution from 2013 to 2017.