Ms. Shanazeer C K | Deep Learning | Best Researcher Award
Ms. Shanazeer C K | Pondicherry University Karaikal Campus | India
Dr. Shahnazeer C K is an accomplished academic and dedicated researcher in the field of Computer Science and Engineering, currently pursuing her research as a scholar at Pondicherry University, Karaikal Campus. With a strong academic foundation and an innovative research mindset, she has made significant contributions to computational intelligence and cloud computing, particularly focusing on developing frameworks that integrate artificial intelligence, deep learning, and federated learning for solving complex real-world problems. She combines her expertise in machine learning, data analytics, and cloud-based systems to create solutions that are not only technically advanced but also socially impactful. Her dedication to continuous learning and research excellence has established her as a promising researcher with a clear vision to contribute to advancements in computational technologies and intelligent systems.
Professional Profile
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Summary of Suitability
Dr. Shahnazeer C K is an accomplished researcher and scholar in the field of Computer Science and Engineering, specializing in Computational Intelligence, Machine Learning, and Cloud Computing. With combined academic and industry experience, she has made significant contributions through impactful research, innovative frameworks, and technology-driven solutions, positioning her as a strong candidate for the Best Researcher Award.
Education
Dr. Shahnazeer C K holds a Bachelor of Technology (B.Tech.) in Information Technology from the Government Engineering College, Sreekrishnapuram, Kerala, which laid a strong foundation in computer science fundamentals and system design. She further enhanced her academic expertise by completing her Master of Technology (M.Tech.) in Information Technology from Anna University, Coimbatore, Tamil Nadu. Her postgraduate studies allowed her to specialize in advanced computing techniques, algorithms, and intelligent systems, equipping her with the technical and analytical skills essential for solving modern computational challenges. Currently, she is pursuing a Doctor of Philosophy (Ph.D.) in Computer Science and Engineering at Pondicherry University, Karaikal Campus, where her research work primarily focuses on computational intelligence and its applications in multi-disease prediction and federated learning frameworks.
Experience
With over nine years of academic experience as an Assistant Professor in various engineering colleges across Kerala, Dr. Shahnazeer C K has consistently demonstrated her ability to impart quality education, mentor students, and contribute to curriculum development in computer science-related disciplines. In addition to her academic expertise, she has four years of industry experience, which provided her with practical exposure to real-time problem-solving, software development, and system integration. Her combined academic and industry background has enabled her to bridge the gap between theoretical concepts and practical implementations, making her a versatile and resourceful professional in the field of computer science. Her active involvement in teaching, research, and guiding students has positioned her as a key contributor to academic and research excellence.
Research Interests
Dr. Shahnazeer C K core research interests lie in Computational Intelligence, Cloud Computing, Machine Learning, and Federated Learning. Her ongoing research focuses on designing intelligent frameworks that leverage deep learning, transfer learning, and federated learning techniques to improve multi-disease prediction models while maintaining patient data privacy and security. One of her key contributions includes the development of a Federated Transfer Learning (FTL) Framework designed to predict multiple diseases such as heart, kidney, lung, and liver conditions using clinical and laboratory datasets. The framework integrates preprocessing techniques like normalization, feature selection, and imputation with advanced machine learning classifiers such as Support Vector Machines (SVM), delivering improved accuracy, robustness, and reliability. Her research is further enhanced by cloud-based deployments using Amazon Web Services (AWS), ensuring scalability and efficient data processing. Through her work, she aims to advance intelligent healthcare solutions by combining innovative computational methods with real-world applications.
Awards
Dr. Shahnazeer C K has authored four books with ISBN numbers, showcasing her expertise in emerging areas of computer science and engineering. She has also successfully filed two patents and has one patent under process, demonstrating her commitment to technological innovation and the development of novel computational solutions. As an active member of professional organizations such as the IEEE Computational Intelligence Society, IEEE Computer Society, IEEE Electron Devices Society, and IEEE Young Professionals, she stays engaged with the latest trends and contributes to the advancement of the research community. Her professional memberships enable her to collaborate with peers, exchange knowledge, and remain at the forefront of cutting-edge technologies. These achievements reflect her consistent efforts toward research excellence, innovation, and impactful contributions to society.
Publication Top Notes
Digital Misinformation and Fake News Detection using WoT Integration with Asian Social Networks Fusion-based Feature Extraction with Text and Image Classification by Machine
Year: 2022
Citations: 9
A TDMA-Based Smart Clustering Technique for VANETs
Year: 2014
Citations: 7
Efficient Multipath Routing Protocol for VANET using Path Restoration
Year: 2013
Citations: 6
6G Cyber Physical System-based Smart Healthcare Modelling by Mobile Edge Network and Artificial Intelligence
Year: 2024
Citations: 3
Increasing the Lifetime of Cluster Head using Improved Stability-based Clustering Approach in VANETs
Year: 2015
Citations: 1
Conclusion
Through her consistent research efforts, academic contributions, and innovations, Dr. Shahnazeer C K has established herself as an emerging leader in computational intelligence and cloud-based intelligent systems. Her ongoing work demonstrates a unique combination of technical expertise, practical applications, and social impact, particularly in the domain of multi-disease prediction frameworks and privacy-preserving healthcare analytics. With her growing portfolio of publications, patents, and books, she continues to contribute significantly to the scientific community and inspire future researchers. Her dedication to advancing computational intelligence makes her a highly deserving candidate for the Best Researcher Award, highlighting her commitment to excellence, innovation, and meaningful contributions to the field of computer science and engineering.