Mrs. Samatha J | Deep Learning | Best Researcher Award
Research scholar at Jawaharlal Nehru Technological University, Kakinada, India
J. Samatha is a dedicated academician and researcher with nearly two decades of teaching and research experience in the field of Computer Science and Engineering. With a progressive career marked by an enduring commitment to education and innovation, she has been serving as an Assistant Professor at Matrusri Engineering College since June 2013. Her academic journey includes earlier tenures at reputed institutions such as Bhoj Reddy Engineering College, CVR College of Engineering, and Sridevi Women’s Engineering College. Her broad teaching portfolio, encompassing subjects like Machine Learning, Artificial Intelligence, Operating Systems, and Compiler Design, reflects her strong foundation in core and emerging technologies. She exhibits a growth-driven mindset and is constantly exploring innovative research opportunities in the domains of biometrics, AI, cloud security, and user privacy.
Profile
Education
J. Samatha is currently pursuing her Ph.D. in Computer Science and Engineering from Jawaharlal Nehru Technological University, Kakinada, with her research oriented toward AI-driven biometric systems. She holds a Master of Technology degree from CVR College of Engineering under JNTU Hyderabad, where she graduated with an aggregate of 74% between 2007 and 2009. Her undergraduate studies culminated with a Bachelor of Technology degree from SSJ Engineering College, Mahabubnagar, affiliated to JNTU Hyderabad, where she secured a 70.5% aggregate. She completed her intermediate education at Nalanda Junior College with 78%, and her secondary school education at Triveni High School with a notable 85.5%, establishing a consistent academic performance throughout her formative years.
Experience
J. Samatha brings a wealth of academic and professional experience to her current role. She began her teaching career in 2006 and has since contributed to the academic development of various institutions. Since 2013, she has been actively involved in teaching and mentoring students at Matrusri Engineering College, where she handles both theoretical and lab-oriented subjects. Her tenure at CVR College of Engineering, spanning over five years, significantly contributed to her pedagogical maturity and subject mastery. Her teaching career is complemented by active involvement in technical seminars, student mentoring, research supervision, and academic evaluations at national competitions like Smart India Hackathon and Toycathon.
Research Interests
Her primary research interests lie in the areas of biometric authentication, multimodal systems, AI-driven security frameworks, cloud computing, and user data privacy. She is particularly focused on integrating deep learning techniques to enhance multimodal biometric systems for more robust and secure authentication. Her work also explores the convergence of Internet of Things (IoT), Artificial Intelligence, and user-centric applications, including predictive modeling and signature verification using neural networks. Her research also delves into pandemic prediction models and privacy preservation in data systems, reflecting her commitment to socially relevant, interdisciplinary applications of AI.
Awards and Recognition
J. Samatha has received several recognitions for her academic and professional contributions. She was honored with the Best Performing Instructor award in 2025 by CISCO and has consistently been recognized by the CISCO Networking Academy for her excellence, including an Expert Level Instructor certification. She was selected as an evaluator and judge for national-level innovation events like the Smart India Hackathon (2022) and Toycathon Digital Edition (2021). Additionally, she holds life memberships in ISTE and IAENG, underlining her active engagement with professional bodies. Notably, she has been granted an Australian patent for her innovation on an AI- and IoT-based automatic door handle with sanitizer, reflecting her practical contributions to pandemic safety technology.
Publications
J. Samatha has authored several impactful research articles in reputed journals. Her recent publication in Sigma Journal of Engineering & Natural Sciences (2025), titled “Smart attendance monitoring system using multimodal biometrics”, has drawn scholarly attention. Another paper, “A Secure Multi-Model Biometrics Using Deep Learning Model Based-Optimal Hybrid Pattern by the Heuristic Approach”, is accepted for publication in Transactions on Emerging Telecommunications & Technologies. She also published “Secure Sense: Enhancing Person Verification through Multimodal Biometrics for Robust Authentication” in Scalable Computing and “Deep Learning Techniques for Preserving User Privacy through Biometrics” in Design Engineering. Additionally, her work “Face Detection and Recognition for Automatic Attendance System Using Artificial Intelligence” appeared in the Journal of Engineering, Computing and Architecture. She contributed to the Journal of Engineering Sciences with “Secure Data Storage and Access of Data in Cloud using Elliptic Curve Cryptography” and “An Analysis of Security Issues in Cloud”. These works have been cited by peers and researchers working in overlapping domains of AI and cybersecurity.
Conclusion
J. Samatha exemplifies the spirit of a progressive educator and researcher in the evolving landscape of computer science. Her career is marked by an unwavering dedication to academic excellence, research innovation, and student-centric teaching. With a strong foundation in core technologies and a keen focus on AI and biometric systems, she continues to explore practical and socially impactful solutions in digital identity, security, and data privacy. Her pursuit of doctoral research and a growing body of scholarly contributions position her as a valuable academic voice in AI-based biometric authentication. Her combination of teaching, research, and innovation embodies the dynamic synergy needed for shaping the next generation of technology leaders.