Sophia Shalini has a strong academic foundation in Mathematics. She possesses seven years of experience in academic teaching. She also has two years of industry experience in data science. Her expertise combines theoretical knowledge with practical applications. She specializes in the field of Graph Theory. She demonstrates proficiency in deep learning-based application development. Her research focuses on graph neural networks and advanced computational methods. She also works on backend development and algorithm design. Her interests include generative artificial intelligence and data-driven systems. Her work integrates mathematical modeling with emerging technological frameworks. Her profile reflects strong analytical capability and interdisciplinary research engagement.