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Muhammad Hisyam Lee has extensive work experience in the field of academia and data management. Muhammad Hisyam has worked at Universiti Teknologi Malaysia since 1991, where they have held various roles including Director (Data Management and Analytics), University Senate member, Academician, Deputy Director (Analytics and Institutional Research), and Manager (Information Technology) in different departments. Additionally, they have served as a Programme External Examiner at Universiti Malaysia Perlis and Universiti Teknologi PETRONAS. Muhammad Hisyam has also been a Visiting Professor at Universiti Tun Hussein Onn Malaysia, a Programme External Examiner at the National University of Malaysia (UKM), an Auditor for the Malaysia Research Assessment at the Ministry of Higher Education, and an Academic Programme Auditor at the Malaysian Qualifications Agency (MQA). Muhammad Hisyam is currently serving as an Adjunct Professor at Institut Teknologi Sepuluh Nopember (ITS).

Muhammad Hisyam Lee earned a Bachelor of Science (B.Sc.) degree in Statistics from the National University of Malaysia (UKM) from 1987 to 1991. Muhammad Hisyam then pursued a Master of Science (M.Sc.) degree in Statistics at the same institution from 1992 to 1993. Later, they completed their Doctor of Philosophy (Ph.D.) in Statistics at Universiti Teknologi Malaysia from 2000 to 2003.