Samar Alahmadi is a Master’s student in Information Systems at King Abdulaziz University, Jeddah, Saudi Arabia. Her research interests include Natural Language Processing, Sentiment Analysis, Machine Learning, and Data Quality. She has contributed to several projects focused on Arabic sentiment analysis and improving customer experiences in tourism.