Profile

ORCID ID

Early Academic Pursuits

Mrs. Madhavi Srinivas Sadu began her academic journey with a Bachelor’s degree in Computer Science and Engineering (B.E. CSE) from Prof. Ram Meghe Institute of Technology & Research, Badnera, affiliated with SGBAU, Amravati University, where she explored native XML databases through her project on Xindices. Her passion for computing led her to pursue M.Tech in Computer Science and Engineering from Vivekananda Institute of Technology & Science, Karimnagar, under JNTU Hyderabad, where she researched performance improvements in parsers using PEG (Parsing Expression Grammar). She has recently submitted her Ph.D. thesis at Raisoni University, Saikheda, focused on Information Security and Privacy Preservation in Big Data using Machine Learning.

Professional Endeavors

With over 18 years of rich teaching experience, Mrs. Madhavi Srinivas has steadily contributed to academia. She began as an Adhoc Lecturer at Kavikulguru Institute of Technology & Science, Ramtek, followed by a brief tenure at Rajiv Gandhi College of Engineering, Research & Technology, Chandrapur, where she later secured a permanent position as an Assistant Professor (Senior Grade). Since 2007, she has been actively involved in nurturing undergraduate students in Computer Science and Engineering, making substantial contributions to the academic ecosystem of her institution.

Contributions and Research Focus On Computer Science

Mrs. Madhavi Srinivas’s research focus lies at the intersection of machine learning, data security, and privacy. Her doctoral research centers on utilizing machine learning algorithms to ensure data privacy in Big Data environments, a pressing concern in today’s digital era. She has authored 28 research publications, including 12 papers in international journals and 3 book chapters, underscoring her commitment to advancing knowledge in her field. Her work bridges foundational computing concepts with emerging technologies, aiming for real-world solutions in information security.

Impact and Influence

Her influence extends beyond classroom teaching into academic administration and curriculum development. As a member of the Board of Studies and Question Paper Moderation Committee at Gondwana University, she has played a pivotal role in shaping the academic policies and examination standards. She has served as an organizer and speaker in national-level programs like AICTE-ISTE workshops and soft computing seminars, disseminating advanced computing knowledge to faculty and students alike. Her involvement in these roles reflects her leadership in academic governance and faculty development.

Research Skills

Mrs. Madhavi brings a diverse and practical skill set to her research. Her expertise includes data mining, algorithm design, parser optimization, and machine learning techniques. She has hands-on experience in developing intelligent systems for data privacy, and her work is grounded in both analytical rigor and software implementation. Her teaching subjects further reflect her technical command over areas like deep learning and computer architecture, making her a valuable resource for interdisciplinary research initiatives.

Awards and Honors

Her professional journey has been marked by multiple accolades and recognitions. Although a separate document details her achievements, it is noteworthy that she is a life member of several esteemed bodies, including the Indian Society for Technical Education (ISTE), Institution of Engineers (IE), and INSC. Her patent filing, participation in 13 national conferences/workshops, and recognized book chapter publications are testaments to her active scholarly involvement.

Academic Citations

While specific citation metrics are not provided, her 28 publications and her longstanding association with recognized academic committees and professional bodies indicate a healthy academic footprint. Her peer-reviewed papers in international journals contribute to the scholarly discourse in Big Data privacy, security frameworks, and parser performance optimization, areas vital to the advancement of secure computing environments.

Legacy and Future Contributions

With nearly two decades of service in academia, Mrs. Madhavi Srinivas has built a legacy of academic dedication, technical innovation, and mentorship. Her future ambitions likely include further refining machine learning applications in secure data analytics, expanding her patent portfolio, and potentially guiding doctoral candidates in emerging computing fields. Her continued engagement with curriculum design, student mentorship, and national educational forums promises enduring contributions to both computer science education and technological research in India.

Publications Top Notes

IBMESR: Towards Next-Generation Big Data Security with Integrated Blockchain Model for Efficient, Scalable, and Robust Operations