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A postgraduate in Computer Science with a specialisation in Software Engineering from Cochin University of Science and Her ongoing research focuses on the behavioural analysis of ransomware, aiming to enhance system resilience against evolving cyber threats. With over five years of teaching experience, there is a consistent demonstration of academic commitment and a passion for delivering high-quality education. The core research interests include network security, cyber threat analysis, and the design of robust, secure computing environments. Known for a strong ability to quickly adapt to emerging technologies and innovate through self-directed exploration, the work reflects a dedication to continuous learning and the practical application of advanced tools. This commitment drives the pursuit of academic excellence and meaningful contributions to the field of cybersecurity research.