Tila Muhammad

About

I am currently pursuing an MS in Artificial Intelligence at FAST National University of Computer and Emerging Sciences (FAST-NUCES), Islamabad, Pakistan. During my bachelor's studies in Software Engineering, I developed a strong interest in research through projects on fake news detection and hate speech detection, which motivated me to pursue graduate studies and an academic research career. Throughout my master's studies, I have reproduced and analyzed state-of-the-art transformer-based models for abstractive summarization and multimodal emotion recognition. My work includes evaluating T5-Large, BART-Large-CNN, and PEGASUS using standard evaluation metrics, as well as investigating cross-domain generalization and domain adaptation techniques. These experiences have strengthened my interest in developing robust and effective AI models. In the long term, I aspire to contribute to impactful research and pursue a career in academia.