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Zarif Aziz is an experienced AI Systems Engineer currently working at Faethm AI since September 2021, where research focuses on the impact of technology on jobs and the development of an AI pipeline for real-time skill insights from job ads. Previously, Zarif held the position of Data Science Engineer at Abyss Solutions Pty Ltd, leading machine learning initiatives for inspection projects. In addition, Zarif's background includes roles as a Research Student at Nearmap, developing automated flight scheduling systems, and various positions at the University of Sydney, including Engineering and IT Faculty Communicator and Student Ambassador. Early career experiences also encompass data analytics at Deloitte, software engineering at Fund3, and product development internship at Okra Solar. Zarif earned a Bachelor's Degree in Mechatronics and Business Information Systems from the University of Sydney and studied at Universidad Pontificia Comillas.