Habib-Un-Nisa holds a Master of Science (MS) in Software Engineering from COMSATS Islamabad and a Bachelor of Science (BS) in Software Engineering from IIUI, Islamabad. With 2.4 years of industrial experience, she has worked as a software developer, focusing on building desktop applications (C++, C#) and simulators for UAVs. Currently, she is leveraging her expertise as a lecturer at STMU, where she continues to contribute to the field of software engineering. Her research interests span across Requirement Engineering, Machine Learning, Software Testing, and Cost Estimation.