Saima Nisar PhD holds a degree in Information Technology from Universiti Utara Malaysia and is a certified Data Scientist by IBM. She brings extensive experience in the field of Data Science and Analytics, encompassing skills such as Python programming, Machine Learning, data analysis, statistical analysis, and predictive modeling. Saima has contributed to the academic community by publishing eleven articles, and her research impact is reflected in an h-index of 3. Currently, she serves as a lecturer at Xiamen University Malaysia.