Ahlam Shaikh is a Business Data Steward at GMG since December 2022, responsible for master data cleaning and validation utilizing SQL and Python, along with conducting UAT and validations during the SAP S/4HANA migration for health and beauty divisions. Previously, as a Data Science Intern at Landmark Group from June 2021 to June 2022, Ahlam contributed to the data science and business analytics team by researching market trends, web-scraping, and generating insights through data analysis and visualization. Earlier experience includes an IT Support Internship at Al Ghurair in early 2019, where Ahlam assisted the IT helpdesk and supported the migration to Microsoft Office 365. Ahlam holds a Master of Science in Data Science from Middlesex University Dubai and a Bachelor of Science in Computer Engineering from Al Ghurair University.