a direct PhD student in Computer Science at the University of Cincinnati. I successfully defended my master’s thesis alongside my PhD, focusing on innovative sampling algorithms for big data without the need for full provenance algorithms. My PhD research primarily revolves around Recommender Systems, Graph Neural Networks (GNNs), Natural Language Processing and advanced Machine Learning algorithms. My passion for these fields drives me to dive deep into research and apply my expertise to create impactful solutions. I invite you to join me on this exciting journey of discovery and innovation!