Laiba Anees is an emerging computer science professional, quality assurance strategist, and analytics specialist focusing on data science and machine learning applications. She currently serves as an Executive Member of the Computer Science Society at the International Islamic University Islamabad (IIUI) and actively contributes to technical initiatives as a long-standing Volunteer for ETL Online. Laiba’s industry experience includes managing remote operations as an Inventory and CRM Executive for Foran (Private) Limited, where she optimized digital asset pricing structures, streamlined catalog databases, and oversaw CRM workflows. Combining an academic foundation in Computer Science with practical experience in precise data entry and software quality assurance, she leverages keen analytical thinking and systematic testing models to build clean, structured, and data-driven solutions.