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Israr Ahmad is a Machine Learning Architect with extensive experience in developing machine learning pipelines and enhancing algorithms for personalized systems. At Arbisoft (January 2022 - November 2023), Israr significantly improved feature engineering processes and customer satisfaction through the development of a menu recommendation system. Prior to Arbisoft, Israr worked as a Full Stack Data Scientist AI/ML Developer at Devsinc (May 2019 - February 2022), where responsibilities included creating a CV/ML pipeline for real-time license plate recognition and integrating data visualization tools. Israr began the career as a Junior Machine Learning Engineer, co-developing a chatbot that notably reduced customer service response times. Israr holds a BS in Software Engineering from the University of Management and Technology, earned between 2013 and 2017.