About myself

Dr. S.Shanthi, Professor of AIML, Completed her Ph.D from University of Mysore. She has vast teaching experience of around 20 years in various reputed engineering colleges in Telangana.She has completed his M.E in CSE from Sathyabama University Chennai, and B.E (CSE) from VRS College Of Engineering and Technology affiliated to Univesity of Madras. Her Research area includes Artificial Intelligence,Image processing and Machine Learning . She has published around 40 papers in various International, National Journals and International conferences and has published 4 patents.She has guided 35 B.Tech projects and 15 M.Tech Projects.She has published 2 books "Foundations of Data Science","Cryptography and Information Security".

☎ Contact Details
Dr. S.Shanthi
Professor
Department of Artificial Intelligence and Machine Learning
Gokaraju Rangaraju Institute of Engineering and Technology
Bachupally, Hyderabad-500090
TELANGANA
E mail: santhis015@gmail.com
Mobile: +91-7382630002

ORCID ID: https://orcid.org/0000-0002-3488-150X
JNTU-H ID: 8617-150507-162025

     Curriculam Vitae

Educational Details

Ph D (CSE) from University of Mysore , in 2016.
Completed M.E (CSE) from Sathyabama University,Chennai,Tamilnadu in 2008.
Completed B.E (CSE) from VRSCET,Villupuram affiliated to Madras University in 2003.

Professional Background

Working as Professor in Gokaraju Rangaraju institute of Technology ,Hyderabad from 26th November to Till Date.
Worked as HOD CSE in Malla Reddy College of Engineering and Technology, Hyderabad ,from May 2021 to August 2025.
Worked as Professor in Malla Reddy College of Engineering and Technology, Hyderabad , from June 2016 to April 2021.
Worked as Assistant Professor in GITAM University,Hyderabad from July 2012 to June 2016.
Worked as Assistant Professor in Malla Reddy Engineering College, Hyderabad, from Dec 2008 to June 2012.
Worked as a Lecturer in Idhaya Engineering College for Women,Tamilnadu from June 2003 to June 2006

Areas of Interest:

Operating Systems, Compiler Design, Image Processing, Database Management Systems,Computer Networks.

Responsibilites in Department

To guide the students in achieving their academic goals
Active participation in NBA and NACC at Department level.
Guide, lead and mentor students in academics and its progression.
Planning and Coordinating Faculties and Students.
Counselling the Students adequately to make them mentally strong and bold.
Shoulder and nurture the Faculties, when necessity arises.
Supervise and support teaching Faculties.
Review, assess and evaluate the activities and overall progress for the improvement of the Students' Career.

Courses Taught

Operating Systems
Compiler Design
Data Structures
Database Management Systems
Software Engineering
CComputer Networks
Distributed Systems
Cryptography and Network Security
Artificial Intelligence

Publications

International Journals

1. Ashwini Dogga, Aurchana P, Shanthi S,”AI-Driven Early Skin Cancer Detection: A Game-Changer in Dermatology” in SEEJPH Volume XXVI, 2025, ISSN: 2197-5248; Posted:04-01-25. (Scopus Indexed)

2. Dogga Aswani, P. Aurchana, and S. Shanthi, “Revolutionizing Dermatological Diagnoses: A Comprehensive Survey on the Transformative Role of AI in Skin Cancer Detection”, Big Data Analytics and Data Science, Lecture Notes in Networks and Systems 1106, https://doi.org/10.1007/978-981-97-8666-4_35 (Springer)

3. S.,Peneti, Subhashini, S., Shanthi, S., T., Supraja, Thatikonda, ... K., Manikandan, K., T.S., Arulananth, T. S., Machine Learning-Driven Cryptography Automating the Design of Robust Encryption Algorithms, Communications on Applied Nonlinear Analysis, 2025 (Scopus Indexed)

4. Dammoju, V.K. , Samba Sivudu, M. , Jayapal, M. , Shanthi, S.,Enhancing Recommender Systems Using Sentiment and Emotion Analysis of Reviews, Smart Innovation, Systems and Technologies, Year 2023, Pages (pp.167-176),DOI:10.1007/978-981-19-8497-6_17 (Springer)

5. Sethy, P.K., Shanthi, S., Anitha, K., Geetha Devi, A., Biswas, P. Breast cancer detection using bimodal image fusion: Thermography and mammography images, Onkologia i Radioterapia, 2022, 16(6) (Scopus Indexed)

6. Ravi, S. Sivakumar. Shanthi., Palvadi, S.K. Adaptive trust-based secure and optimal route selection algorithm for MANET using hybrid fuzzy optimization, Peer-to-Peer Networking and Applications, 2023, 16(1), pp. 22– 34 (SCI)

7. Pavithra, D., Nidhya, R., Shanthi, S., Priya, P, A secured and optimized deep recurrent neural network (DRNN) scheme for remote health monitoring system with edge computing, Automatika, 2023, 64(3), pp. 508– 517 (SCI)

8. Srivel, R., Kalaiselvi, K., Shanthi, S., Perumal, U.An automation query expansion strategy for information retrieval by using fuzzy based grasshopper optimization algorithm on medical datasets,Concurrency and Computation: Practice and Experience, 2023, 35(3), e7418. (SCI and Scopus indexed)

9. Mr. N.Prabu Snakar , Dr. S. Shanthi , Srikanth Nalluri , Kamjula Lakshmi Kanth Reddy,Enhancing Energy And Life Time Of Wireless Sensor Network Based On Cluster Intra And Inter Optimum Path Routing Algorithm ,Nat. Volatiles & Essent. Oils, 2021; 8(4): 9037-9050

10. Gollapalli Sumana, S. Shanthi,G. Aparna, M. Kezia Joseph, design and development of support system for prediction of various renal syndromes using artificial neural networks,Int J Syst Assur Eng Manag https://doi.org/10.1007/s13198-021-01238 -0. (Scopus Indexed)

11. V. V. Satyanarayana Tallapragada, S Shanti, V. Sireesha, “Hyperspectral image denoising based on self- similarity and bm3d, Journal of Advanced Research in Dynamical and Control Systems Vol. 9. Sp– 17 / 2018. (Scopus Indexed)

12. Shanthi.S, Padmalaya Nayak, A. Sai Hanuman, “FLAT Vs Hierarchical Routing Protocols in Wireless Sensor Networks: An In-depth Analysis”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), ISSN: 2278-3075, Volume-8 Issue-7S2, May 2019 (Scopus Indexed)

13. Shanthi.S, Nithya R, Nagendra Prabhu, A Systematic and Analytical Approach to Techniques and Tools in Topic Modeling, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8, Issue-1, May 2019. (Scopus Indexed)

14. S. Nagendra Prabhu, S. Shanthi & V. Chandrasekar, “Botnet revealing by consuming data mining Techniques in cloud system”, International Journal for recent Developments in Science and Technology, Volume 03, Issue 12, Dec 2019, ISSN 2581 – 4575. (Scopus Indexed)

15. S. Nagendra Prabhu, V. Chandrasekar & S. Shanthi, Improving the performance of IDS using Arbitrary Decision Tree in Network Security, International Journal of Advanced Science and Technology, Vol. 29, No. 3, (2020), pp. 3453 – 3462.

16. S. Nagendra Prabhu, S. Shanthi, R. Nidhya, A Virtual Honeynet Based Botnet Detection (Vhbd) Architecture for Cloud, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249-8958, Volume-8 Issue-5, June 2019

17. Padmalaya Nayak, Shanthi, Wireless Sensor Network Security Issues: A Brief Review, International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308

18. Divya Babu, Shanthi M, An Unobservable Routing Protocol without Worm Hole Attack, ISSN: 2321-5585 (Online) IJRCSE Vol–4, Issue-1, January -February, 2014, International Journal of Research in Computer Science & Engineering.

19. Shanthi.M, “Simulation Of Spatio-Temporal Growth Process Using one Dimensional Cellular Automata”, International Journal of Systemics, Cybernetics and Informatics (IJSCI),July-03, 2012, ISSN 0973-4864

20. Shanthi.M, “Cellular Automata Modeling of Two Dimensional Growth and Shrink Processes”, International Journal of Systematics, Cybernetics and Informatics (IJSCI), July 04, 2012, ISSN 0973-4864.

21. K. Priyatham, Mr. Arif Mohammad Abdul, Mrs. M.Shanthi, Secured Data Search over Cloud, International Journal for Research in Applied Science & Engineering Technology (IJRASET),Volume 3 Issue V, May 2015IC Value: 13.98 ISSN: 2321-9653.

Conference Proceedings International

1. S. Shanthi, D. Sujatha, V. Chandrasekar, and S. Nagendra Prabhu,”Examining Streaming Data on Twitter Hash Tags with Relevance to Social Problems”, Intelligent System Design, Advances in Intelligent Systems and Computing 1171, https://doi.org/10.1007/978-981-15-5400-1_24 (Scopus Indexed)

2. R. Nidhya, S. Shanthi, and Manish Kumar ,”A Novel Encryption Design for Wireless Body Area Network in Remote Healthcare System Using Enhanced RSA Algorithm, Intelligent System Design”, Advances in Intelligent Systems and Computing 1171, https://doi.org/10.1007/978-981-15-5400-1_27. (Scopus Indexed)

3. S. Nagendra Prabhu, D. Shanthi Saravanan, V. Chandrasekar, and S. Shanthi, “Recognition of Botnet by Examining Link Failures in Cloud Network by Exhausting CANFES Classifier Approach”, Intelligent System Design, Advances in Intelligent Systems and Computing 1171, https://doi.org/10.1007/978-981-15-5400- 1_18 (Scopus Indexed)

4. S. Shanthi, Padmalaya Nayak and Sujatha Dandu ,“Minimization of Energy Consumption in Wireless Sensor Networks by Using a Special Mobile Agent”, International conference on soft computing and signal processing, Advances in Intelligent Systems and Computing 900, https://doi.org/10.1007/978-981-13-3600- 3_33 (Scopus Indexed)

5. Shanthi.S, Padmalaya Nayak, A. Sai Hanuman, “FLAT Vs Hierarchical Routing Protocols in Wireless Sensor Networks: An In-depth Analysis”, International Conference on Wireless Sensor Networks,Ubiquitous Computing and Applications,2018.

6. Padmalaya Nayak; V. Bhavani; M. Shanthi,"A Fuzzy Logic based Dynamic Channel allocation Scheme for wireless Cellular networks to optimize the frequency reuse”, IEEE Region 10 Conference (TENCON), 978-1- 5090-2597-8/16/$31.00_c 2016 (Scopus Indexed)

7. Shanthi.S, E.G.Rajan,” Comprehensive Analysis of Security Attacks and Intrusion Detection System in Wireless Sensor Networks” 2nd IEEE International Conference on Next Generation Computing Technologies (NGCT - 2016). (Scopus Indexed)

8. 29. Shanthi.M, P.Srinivasa Rao, M.madhavilatha, Dr.E.G.Rajan ,”Cellular Automata and their realizations”, Turing 100-IEEE International Conference on Computing Sciences(ICCS), Lovely Professional University, Punjab, 2012. (Scopus Indexed) -->

Awards

"Best Women Faculty Award -2018” Award -2018 Presented by IASTE 2018
“Young Researcher Award” by International Association of Research and development organization, Kasetsart University, Chatuchak, Bangkok, Thailand.

Patents Filed

1. “Automated food freshness detection using feature deep learning”, 2020100953,Grant Date: 25.06.2020. https://patentscope.wipo.int/search/en/detail.jsf;jsessionid=D3039CFB29722D1E5051C9C201651709.wapp1n A?docId=AU297197003&_cid=P10-KEV5R4-22202-10.

2. “An Automated system for Assisting Person of Medical Needs”, 201841015460, Published on 27/04/2018. https://www.ipindia.gov.in/writereaddata/Portal/IPOJournal/1_2607_1/Part_1.pdf(201841015460).

3. “Image Segmentation for MRI Based Brain Tumor Detection Using Clustering”,201841015510A, Published on 04/05/2018.

4. “AI-Enhanced Image Segmentation Method for Real-time Medical Diagnostics Using Machine Learning Algorithms” TEMP/E-1/102253/2024-CHE, 14/11/2024.

Funds Received

1.AICTE Grant For Conference Rs.5, 00,000 has been Sanctioned in 2018 for conducting International Conference. Role :PI

2.SERB Grant Rs.1,50,000/- for Conducting National Seminar on “Applications of Deep learning in Cyber Security”

Invited Talks

1.“Machine Learning and Chatbots” as a part of Webinar organized by P.A College of Engineering and Technology, Tamilnadu on 22nd Oct 2020.
2.FDP on “Computer Networks” organized by Narasimha Reddy Engineering College Hyderabad, Telangana on 16th Sept 2017.
3.Resource person for FDP on" Machine learning in Big Data Analytics, Principles, Techniques and Challenges" organized by department of CSE, St.Johns College of Engineering and Technology on the topic “Introduction to Machine Learning” on 08/07/2023.
4.Resource person for FDP on" Cloud Computing” organized by department of CSE, Narsimha Reddy Engineering College (Autonomous) on the topic “Practicing Cloud Computing with AWS” on 07/08/2023.

Workshops/FDP's/STTPS's/Seminars Attended

1. One week FDP on “NEXT GEN SOLUTIONS FOR MEDICAL CHALLENGES POWERED BY AI BASED INTELLIGENT SYSTEMS” from 16/12/2024 to 21/12/2024 in collaboration with AICTE ATAL Academy.

2. One week FDP on “Data Visualization and Tableau” from 24th July to 28th July 2023 organized MLR Institute of Technology.

3. Completed COURSERA Course on Python Basics on 12. 05.2020 from University of Michigan.

4. Completed COURSERA Course on Programming for EveryBody on 14.05.2020 from University of Michigan.

5. Completed COURSERA Course on Machine Learning for All on 20.05.2020 from University of London.

6. Completed FDP programme on Data Science Training from 1st July 2020 to 24th July 2020 in Association with TASK and ExcelR.

7. Organized a 12 day Computer training Programme for Self Help Group Women (SHG) conducted by Anna University.

8. Organized Springer International Conference ICSCSP in Malla Reddy College of Engineering and Technology from 2017 onwards till 2024.

      Memberships

1. Member of Computer Society of India (CSI).
3. Member of MISTE
4. Member of MIAENG