Qualification:

PhD

Area of Interest

Machine Learning, Natural Language Processing Artificial Intelligence, Programming in C, Object oriented Programming using C++, Python Programming, Operating System, Advanced Computer Architecture, Database Management System, Data Structures, Mobile Computing

Member in ACM

ORCID ID:
https://orcid.org/0009-0005-2451-9629

Scopus ID:
https://www.scopus.com/authid/detail.uri?authorId=57217712968

Google SCHOLAR: 

https://scholar.google.com/citations?user=iwInoV8AAAAJ&hl=en

·       Programming in C++

·       Mobile Communication

·       Software Engineering

·       Operating System

·       C Programming

·       Database Management System

·       Artificial Intelligence

·       Computer organization and Architecture.

·       Data mining & Warehousing

·       Cryptography & Cyber Security.

·       Computer Architecture

·      Project Report Writing

·    Acted as Exam Coordinator, Guided and helped graduating students choose their college course by administering exams

·      Acted as Cultural coordinator in both department and University level to incorporate and coordinate various socio-cultural activities.

·      Develop and implement innovative instructional methods, revised and modified curriculums, prepared syllabi, curricula, reading materials, tests, and quizzes in accordance with departmental standards.

·       Researched study materials per syllabus requirement.

·       Publish papers in professional journals through extensive research.

·       Provide letters of recommendation and other referrals to students pursuing further programs.

·       Acted as Placement Coordinator, thereby acting as a bridge between placement cell and students as well as with recruiters in arrangement of campus drives, Awareness Programme, Personality Development and HR Skill Classes.

·       Acted as Internship Coordinator with a proven track record of successfully connecting students with meaningful internship opportunities for strong interpersonal and communication skills coupled with a dedication to fostering professional development and growth in emerging talent. Provide extra assistance to students as needed.

·       Acted as an Editor in publication Committee demonstrating keen attention to detail, excellent communication skills, and a commitment to maintaining editorial standards and contributed to the submission of high-quality Activity Report and Newsletters.

·       Engaged as an active member of the Internal Complaints Committee (ICC), contributing insights, fostering collaboration, and driving initiatives that promote inclusivity, diversity, and cultural awareness. Played a key role in organizing events, facilitating discussions, and implementing strategies that enhance intercultural understanding and community cohesion.

·       Acted as a dedicated member of the Women’s Cell (a part of ICC), advocating for gender equality, empowerment, and creating a safe and supportive environment for women in the organization. Collaborated with team members to organize events, workshops, and awareness campaigns aimed at addressing women’s issues and promoting gender inclusivity in the workplace.

·       Served as a proactive member of the Student Disciplinary Committee, demonstrating a strong commitment to upholding campus regulations, fostering a positive learning environment, and ensuring fair and just disciplinary proceedings.

 ·       Organizing member in various committees in department and university level and played a key role in coordinating logistics, gathering relevant documentation, and facilitating smooth interactions between auditors and stakeholders, resulting in successful audit outcomes and continuous improvement initiatives.

·       Led the coordination of yoga activities, incorporating elements of the National Education Policy (NEP) to enhance holistic student development. Implemented NEP guidelines to promote physical and mental well-being through yoga sessions.

1.   M. Gayathri, K. Mythili, and R. Jagadeesh Kannan, (2014) ‘Mining Bio Medical Literature Using Ontology Based Text Mining’, International Journal of Computer Applications in Engineering Sciences, Vol 4, No.3. [UGC CARE]

2.   M. Gayathri, R. Jagadeesh Kannan, (2016) ‘Information Retrieval for Ayurvedic Medicines’, International Journal of Control Theory and Applications, Vol 9. [UGC CARE]

3.   M.Gayathri, T.Neeharika, R.Sai Shilpa, G.Akshaya, (2016) ‘Educational Search Engine: Effective & Scalable Location based andriod search engine using KNN & Removal of Duplicates using KDD’, International Journal of Advanced Engineering Research and Science (IJAERS), vol-3, issue 4, pp 95-98. [UGC CARE]

4.   T.S.Meenatchi, K. Mythili, M. Gayathri, (2016) ‘Data Mining Approaches For Network Intrusion Detection System’, International Journal of Science & Engineering Development Research, Volume 1, Issue 9, pp 195-200. [UGC CARE]

5.   R.S.Maragathavalli, K. Mythili, M. Gayathri, (2016) ‘Analysis Of Privacy Protection Awareness When Mining And Sharing Female Students Data Through Online’ International Journal of Science & Engineering Development Research, Volume 1, Issue 9, pp 189-194. [UGC CARE]

6.   M. Gayathri, R. Jagadeesh Kannan, (2017) ‘Layered Architecture towards Mining Ayurvedic Facts’, Asian Journal of Pharmaceutical and Clinical Research, Vol 10, No.13, pp 506-510. [UGC CARE]

7. M. Gayathri, R. Jagadeesh Kannan, (2018) ‘Ontology Based Indian Medical System’, Elsevier Materials Today: Proceedings, Vol 5. No.1, pp 1974-1979. [SCOPUS INDEXED]
8.   M. Gayathri, R. Jagadeesh Kannan, (2020) ‘Ontology based Concept Extraction and Classification of Ayurvedic Documents’, Elsevier Procedia Computer Science, Vol 172, pp 511 – 516. [SCOPUS INDEXED]

9.   M. Gayathri, R. Jagadeesh Kannan, (2020) ‘Construction of Domain Ontology for Traditional Ayurvedic Medicine’, Springer Link, pp 417-426. [SCOPUS INDEXED]

10. R.Preethi, M. Gayathri, (2018) ‘Prediction of Best Drug Indications in Healthcare Sector using Classification Algorithm’, International Journal of Computer Applications, Volume 179 – No.41, pp 19-22. [UGC CARE]

11. M. Gayathri, I. Navya Sri, S. Surya Mani Koutilya, (2020) ‘Smart Car Parking Using IoT and Cloud’, International Research Journal of Engineering and Technology (IRJET), Volume 7, Issue-5, pp 2074-2078. [UGC CARE]

12. M.Gayathri, G.Hemamalini, Amruthish.M, (2020) ‘Foreseeing Global Warming Using Data Science’, Advance Science Letters under UGC CARE, Volume 26, Issue-5, pp 69- 73. [UGC CARE]

13. M.Gayathri, B.T.Yashwanth, L.Sankarganeshraaja, (2020) ‘Craft & Loom Corner’, Advance Science Letters under UGC CARE, Volume 26, Issue-5, pp 231-234. [UGC CARE]

14. M.Gayathri, P Naga Praharsha, RHarshitha, (2021) ‘A Secure G-Cloud-based Framework for Government Healthcare Services, International Research Journal of Engineering and Technology, Volume 8, Issue-3, pp 3141-3145. [UGC CARE]

15. M.Gayathri, Adireddy Indrasenareddy, Bapanapalli Keerthi Priya, (2021), ‘Web Services Based Student Outing System’, Journal of University of Shanghai for Science and Technology, Volume 23, Issue 4, April – 2021 pp 61-69. [UGC CARE]

16. M.Gayathri, CH Sasikanth, B Naveen, (2021) ‘Face Recognition based New Generation ATM Machine using AI’, International Journal of Science, Technology and Development, Volume 10, Issue-4, pp 24-31. [UGC CARE]

17. N.Pradeep Kumar, N.Srinivas, M.Gayathri, (2021) ‘Crop Yield Prediction Using Machine Learning Algorithm’, AEGAEUM JOURNAL, Volume 9, Issue – 4, pp 304- 309. [UGC CARE]

18. M. Gayathri, P Sai Nani, P Mani Chandra, (2021) ‘Airline Reservation System Application Development’ A Journal of Composition Theory, Volume 14, Issue-4, pp 60- 65. [UGC CARE]

19. M. Gayathri, R. Jagadeesh Kannan, (2021) ‘A Framework for Ontology Based Semantic Search System in Ayurvedic Medicine’, Computational Intelligence and Machine Learning, Vol 2, No.1, pp10-15. [SCOPUS INDEXED]

20. M. Gayathri, et.(al), (2022) ‘Smart Grounds’, International Journal for Research in Applied Science & Engineering Technology, Vol 10, No. 3. [UGC CARE]

21. M. Gayathri, et.(al), (2022) ‘Deep Learning Methods to convert text to image’, Journal of Engineering Sciences, Vol 13, No. 4. [UGC CARE]

22. M. Gayathri, et.(al), (2023) ‘Face Recognition Attendance System’, International Journal of Research Publication and Reviews, Vol 4, No. 3. [UGC CARE]

23. M. Gayathri, et.(al), (2023) ‘Deep Learning Face Recognition in Real-Time for Library’, International Journal of Scientific Research in Engineering and Management, Vol 7, No. 3. [UGC CARE]

24. M. Gayathri, et.(al), (2023) ‘Face Emotion Recognition Using CNN Model’, International Journal of Scientific Research in Engineering and Management, Vol 7, No. 3. [UGC CARE]

25. M. Gayathri, et.(al), (2023) ‘Smart Garbage Management System’, International Journal of Research and Analytical Reviews, Vol 10, No.1. [UGC CARE]

26. M. Gayathri, et.(al), (2023) ‘Object Surveillance Detection’, International Journal for Research in Applied Science and Engineering Technology, Vol 3, No.3. [UGC CARE]

27. M. Gayathri, et.(al), (2023) ‘Fake News Detection Techniques for Diversified Datasets’, Computational Intelligence and Machine Learning, Vol 4, No.1. [UGC CARE]

28. M. Gayathri, et.(al), (2023) ‘Exam Hall Seating Arrangement System’, International Journal of Research and Analytical Reviews, Vol 10, No.2. [UGC CARE]

29. M. Gayathri, et.(al), (2023) ‘Stress Detection based on Social media Blogs’, International Journal of Scientific Research in Engineering and Management, Vol 7, No.4. [UGC CARE]

30. M. Gayathri, et.(al), (2023) “Fake Review Detection using Machine Learning”, Computational Intelligence and Machine Learning (CIML) Learning Vol 4, No.2. [UGC CARE]

31. M. Gayathri, et. (al), (2024) “Placement Management System”, International journal of creative research thoughts, Vol 12, No.4. [UGC CARE]

32. M. Gayathri, et. (al), (2024) “Computational Design of Strip Waveguide Bragg Gratings using Neural Networks for Hexagonal Shaped Refractive Index Biosensors Based Blood Sample Detection” ECS Journal of  Solid State Science & Technology, 2025 14 037004.

1. 1. M. Gayathri, et. (al), (2024), “Enhancing Cancer Prediction: A Hybrid Machine Learning Approach for Improved Diagnosis, Journal of Computational Analysis and Applications. [SCI Indexed]

    

   2. M. Gayathri, et. (al), (2024) “Integrating Deep Learning with Ayurveda: A Comparative Study of Image, Sequential, and Text Data Processing Methods”, International Journal of Electrical and Computer Engineering. [SCOPUS INDEXED]

    

   3. M. Gayathri, et. (al), (2024) “Comparative Analysis of Deep Learning Algorithms for Herbal Identification and Classification”, Indonesian Journal of Electrical Engineering and Computer Science. [SCOPUS INDEXED]

    

   4. M. Gayathri, et. (al), (2024) , “Enhancing Information Retrieval: Ontology-Based Search Engine Models Leveraging Deep Learning”,  International Journal of Advances in Applied Sciences. [SCOPUS INDEXED]

    

   5. M. Gayathri, et. (al), (2024) , “Ontology based Search for Traditional Indian Medicine”,  Bulletin of Electrical Engineering and Informatics. [SCOPUS INDEXED]

    

    

   Selected Conference Presentation

    

   1. Presented a Paper titled ‘Accessing Multiple Services through Secure Single On Mechanism on Distributed Network’ in the two days International Conference organized by the Department of Computer Science and Engineering, Thiruvallur College Of Engineering from 2^nd to 3^rd March 2013.
   2. Presented a Paper titled ‘Identity Management system using cloud for authentication and authorization’ on National Conference REACT’15, Rrase College of Engineering, Chennai, March 2015.
   3. Presented a paper titled ‘Ontology Based Indian Medical System’, In International Conference on Processing of Materials, Minerals and Energy, ELSEVEIR, organized by PACE Institute of Technology and Science, Ongole, Andhra Pradesh from July 29th to 30th 2016.
   4. Presented a paper titled ‘Ontology based Concept Extraction and Classification of Ayurvedic Documents’, In 9th World Engineering Education Forum, WEEF 2019, organized by VIT University at ITC Grand Chola, Chennai from November 13th to 16th 2019.
   5. Presented a paper titled ‘Construction of Domain Ontology for Traditional Ayurvedic Medicine’, published in Advances in Intelligent Systems and Computing, vol 1125. Springer, Singapore. https://doi.org/10.1007/978-981-15-2780-7_46 Springer Link with ISBN 978-981-15-2779-1, April 2020.
   6. Presented a Paper titled ‘Plant Disease Detection using CNN Algorithm’ in Artificial Intelligence and Smart Computing (ICAISC – 2023), Bannari Amman Institute of Technology from 9^th March 2023 to 11^th March 2023.
   7. Presented a Paper titled ‘Placement Management System’ in the national conference on innovation in scientific Computing and Optimization Techniques ISCOT’24, Er. Perumal Manimekalai College of Engineering, Hosur on 30^th April 2024.
   8. Presented a Paper titled ‘Ontology Guided Exploration for Indian Traditional Medicine System” in the International Conference on Recent Advances in Engineering and Computer Applications, LJ School of Computer Applications, LJ University, Ahmedabad, India on 24^th and 25^th Jan 2025.

    

Professional Memberships

1. Member in ACM – Women Chapter
2. Member in International Journal for Research under Literal Access (IJRULA)
3. Member in International Association of Engineers

Notable Refresher Course/ Orientation/ Training / FDP

1. Participated in “The Common Orientation Programme” Sponsored and Organized by SCSVMV Deemed to be University as a part of its FDP Initiative, from 5th November 2008 to 8th November 2008 at Maharishi International School, Chennai
2. Participated in the “Refresher Course on Computer Science” organized by UGC Academic Staff College, University of Madras, from 21^st November to 11^th December 2013.
3. Participated in the IEEE Computational Intelligence Society Sponsored’ Winter School on “Computational Intelligence: Fundamental Theory 0f Practical Applications” organized’ by the School of Computing in association with IEEE Computational Intelligence Society, IEEE CIS Madras Chapter, VIT University Chennai from 2^nd to 6^th January 2017
4. Participated in Faculty Development Programme on “Cognitive Foundations and its Applications” Organized by Electronics and ICT Academy National Institute of Technology, Warangal and Vellore Institute of Technology from 16^th August 2021 to 26^th August 2021.
5. Participated in AICTE Training and Learning (ATAL) Academy online Elementary FDP on Big data Security and Analytics from 6^th December 2021 to 10^th December 2021 at Indian Institute of Information Technology Kottayam.
6. Participated in AICTE – ISTE approved Orientation Programme/ Refresher Programme on “Cryptography in Quantum Era” organized by University College of Engineering from 12^th December to 31^st December 2021.
7. Participated in Wipro Certified Faculty Training Programme on “Java Programming” organized by Wipro Technologies from 26^th September to 17^th October 2022.
8. Participated in Orientation Course on “NEP 2020 Orientation & Sensitization Programme”, organized by Indian Institute of Information Technology, Design and Manufacturing, Kanchipuram, Chennai from 19^th January 2024 to 31^st January 2024.
9. Participated in AICTE Training and Learning (ATAL) Academy online Elementary FDP on “Quantum Artificial Intelligence and high performance computing for industrial Digital Twins” from 9^th September 2024 to 14^th September 2024 at Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai.
10. Participated in online FDP in SKILL Dzire in association with AICTE and SWAYAM Plus on Machine Learning for one month. Certificate Issued on 4^th October 2024.
11. Participated in Online FDP organized by PALS, IIT Madras on Demystifying AI and Data Science from 23rd January to 24th January 2025.
12. Participated in 30 Days Machine Learning Masterclass from 23^rd December 2024 to 30^th January 20

NOTABLE CERTIFICATE COURSES:

1. Completed the certification on Cybersecurity Virtual Experience Program Organized by MasterCard in association with New York jobs COE council, issued by Forage from 1^st November to 18^th December 2022.
2. Completed the certification on Data Science Foundations Organized by Great Learning Academy from 1^st February to 28^th February 2023.
3. Completed the certification on Types of Security organized by Great Learning Academy from 1^st March to 31^st March 2023.
4. Completed the certification on 30 Days Master Class on Artificial Intelligence organized by Pantech E- Learning Academy from 24^th April to 23^rd May 2023.
5. Completed the certification on Business Analytics with Excel Beginner Course organized by Simplilearn from 11^th December to 12^th Jan 2024.

6. Completed the certification on Introduction to Management organized by Great Learning Academy from 1^st Jan to 31^st Jan 2024.

7. Completed the certification on Generative AI organized by Pantech E Learning Academy from 8^th Jan to 27^th Jan 2024.

8. Completed the certification on Natural Language Processing organized by Pantech E

               Learning Academy, 3^rd September 2024 to 23^rd October 2024.

Awards

Best Researcher in Data Mining

1. M. Gayathri, R. Jagadeesh Kannan, ‘Ontology Based Indian Medical System’, ElsevierMaterials Today: Proceedings, January 2018 by International Journal for Research under Literal Access (IJRULA) Awards in association with World Research Council.