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Usman Riaz began their work experience in 2017 as an intern at Pakistan Ordnance Factories, where they gained knowledge about operating and maintaining machines and generating power from water and diesel. In 2019, they worked as an Embedded System Engineer at Ebmacs Solution. From 2015 to 2019, they were a student at the National University of Computer and Emerging Sciences, where they also served as a coordinator for a seminar on engineering. In 2020, they worked as a Freelancer before joining Axelerated Software as a Design Engineer. Usman also worked as a Design Engineer in Quality Assurance and an Engineering Intern at Emumba.

Usman Riaz is an individual with a diverse educational background. Usman started their education in 2002 at Islamabad model college for boys F-8/4, where they completed their SSC degree in Computer Science in 2012. Following this, Usman attended Punjab college of Science Blue Area from 2012 to 2015, and obtained their HSSC degree in Pre-Engineering.

In 2015, Usman enrolled at the National University of Computer and Emerging Sciences, where they pursued a Bachelor's degree in Electrical and Electronics Engineering. Their studies in this field lasted until 2019.

In addition to their formal education, Usman Riaz has also obtained several certifications from Coursera. In 2020, they completed courses in Convolutional Neural Networks, Structuring Machine Learning Projects, AI For Everyone, Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, and Neural Networks and Deep Learning. These certifications demonstrate their interest and expertise in the field of artificial intelligence and machine learning.