Shwetha OS is also a final-year B.Tech student in Computer Science and Business Systems in Rajagiri School of Engineering & Technology. Her academic focus lies in areas such as artificial intelligence, machine learning, and natural language processing. She is particularly interested in how these technologies can be leveraged to enhance cybersecurity measures and streamline data analysis for improved threat detection.