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Muhammad H. has six years of work experience. In 2022, they worked as a Software Developer for both JobDiva and Folio3 Software. In 2021, they worked as a Frontend Web Developer for Interns Pakistan, a Data Scientist for The Sparks Foundation, and a Web Developer for LetsGrowMore. From 2018 to 2021, they were a Teaching Assistant and Student at the National University of Computer and Emerging Sciences.

Muhammad H. has a Bachelor of Computer Science from the National University of Computer and Emerging Sciences, which they obtained from 2018 to 2022. Prior to that, they attended AKHSS from 2016 to 2018. Muhammad also obtained their Metric from BVS Parsi High School from 2012 to 2016. In addition, Muhammad H. has obtained various certifications, including Completing the Data Science Track with Google Developers Student Club from Google Developer Student Clubs in August 2022, Introduction to Data Visualization with Seaborn from DataCamp in May 2022, Natural Language Processing in Python from DataCamp in April 2022, Data Cleaning in Python from DataCamp in March 2022, Frontend Web Development Internship from Interns Pakistan in August 2021, Web Developer Internship from LetsGrowMore in August 2021, and Data Science and Business Analytics Intern from The Sparks Foundation in July 2021.