Academic Details

Qualification

B.E., MTech., Ph.D

Areas of Interest

1]Explainable AI With Homomorphic Encryption for Secure Cloud-Based ECG Analysis in Heart Disease Diagnosis; D. Cenitta, G. K. Shwetha, K. P. Vyshali Rao, S. Ramisetty, N. Arul and R. Vijaya Arjunan,  in IEEE Access, vol. 13, pp. 171831-171849, 2025, doi: 10.1109/ACCESS.2025.3614655.

2] Integrating Visual Intelligence With Federated Learning and IoT in Healthcare.,G. K. Shwetha,Ashish Avasthi, Manish Kumar , Saurabh  Chandra,B. S. Hari ;Published in book Combining Visual Intelligence and Federated Learning in Smart Healthcare.

3] Implementation of Neuro-Pharmaceutical Innovation in Eco-Friendly Drug Manufacturing;Shwetha G. K., Rajesh Vyankatesh Argiddi , Ashish Avasthi ,Lovely Jacob A. Reshma S.,Ravy Kannan; Published in book “Applications of Artificial Intelligence in Pharmaceuticals”(Scopus Indexed)

4] Enhancing Histopathology Breast Cancer Detection and Classification with the Deep Ensemble Graph Network”; Shwetha G. Krishnappa, K. R. Udaya Kumar Reddy,SN Computer Science,Volume number 5,2024, Springer Nature,Scopus Indexed (Q2 – Journal)

5] Optimized Heart Disease Prediction through Fuzzy Rough Set based Missing Data Imputation                 Techniques;D. Cenitta ,R. Vijaya Arjunan , N Arul , Bhargav J Bhatkalkar , Shwetha G K, Jayantkumar                      A Rathod, Journal of Electrical Systems,Volume no 20,3919-3931,2024

6] Blockchain-Based Vaccination Record Tracking System.;Shwetha, GK, Rathod, Jayantkumar A, Naveen, G; Arkachari, Mounesh, Pushparani, MK;International Journal of Advanced Computer Science & Applications,Volume  15,2024,Scopus Indexed Q3 Journal   

7]  Investigating the Influence of Graphical Backgrounds in Violent Video Games on Stress Levels of Competitive Players Using Machine Learning,  Ruppikha Sree Shankar, R.Vijaya Arjunan, Shwetha G K, D.Cenitta, Priya Kamath;Journal of Electrical Systems ,Volume no 20,6327-6336,2024   

8] Patent Publication Title : Car Price Prediction System, Sowmya P, Shwetha G K, 2024 IN Patent                                                  App. 202441087939  A

9] Empowering Small and Medium Enterprises Through Smart Technology and Talent Management(Book Chapter);    Richa Bhalla, Shwetha G. K., Sherif Mohamed Abdelaal Ismail, S. Padmavathy, Nageswara Rao Gudipudi, Sampath Boopathi ; Book Name : Designing Sustainable Internet of Things Solutions for Smart Industries 351-380 , 2024,IGI GLOBAL.

10] Breast Cancer Classification From Histopathological Images using Dual Deep Network  Architecture; Krishnappa, Shwetha G, Reddy, KR Udaya Kumar,Journal of Ambient Intelligence and Humanized Computing       , Springer Berlin Heidelberg ,Volume 14, Issue 6,7885-7896,2023-Scopus indexed  (Q1 Journal)     

11] Diabetic Retinopathy Prediction using Modified Inception V3 Model Structure,Shwetha, G.K., Udaya Kumar Reddy, K.R.; Rathod, J.A.; Sathyaprakash, B.P.; Lolakshi, P. International Journal of Intelligent Systems and Applications in Engineering, (ISSN: 2147-6799)  Scopus Q3 , Vol. 11 No. 1 (2023)

 12]Classification of Breast Cancer in histopathology Image using Modified Ant Lion Optimizer and Capsule Network Architecture ;Shwetha G K, K. R. Udaya Kumar Reddy, Bioscience Biotechnology Research Communications ,December(2020) Pp-289-297

13]A Systematic Survey on Automatic Classification of Breast Cancer  using Histopathology Image.               Shwetha G K, K. R. Udaya Kumar Reddy,Bioscience Biotechnology Research Communications. Vol 13, 352-357, 2020.   

14] Energy-Balanced Dispatch of Mobile Sensors in Hybrid Wireless Sensor Network with Obstacles., Shwetha G K, Behera, Sagarika; Mungara, Jithendranath IOSR Journal of Computer Engineering,Volume 2,Issue 1,47-51,2012

15] Certificate of Registration for a UK Design: Precision Digital Micrometer

       Details :  International Design Classification:Version: 14-2023

       Class: 10 clocks and watches and other measuring instruments, checking and signalling instruments

       Subclass: 04 OTHER MEASURING INSTRUMENTS, APPARATUS AND DEVICES

       Design number: 6349003  Grant date: 04 March 2024 Registration date: 23 February 2024

       Ownership Details:

        Dr. Basavaraju Bennehalli, Harish Kunder, Shwetha Ganganaghatta   Krishnappa,Dr. Sudheer Shetty, Vasudev Shahapur, Dr. Pushparani Malavalli Kullegowda

16]Transforming Education with Innovative Virtual Learning Environments,” ; G. K. Shwetha, P. S. Shetty, S. N. Baliga, J. K. A. Rathod and C. Divya ;2024 International Conference on Recent Advances in Science and Engineering Technology (ICRASET), B G Nagara,Mandya, India, 2024, pp. 1-6, doi: 10.1109/ICRASET63057.2024.10894905.

17] Multi-Pose Virtual Try-on with Identity and Clothing Detail Preservation Using ResNet, VGG19 and MobileNet, ;J. A. Rathod, A. N. T, J. V, J. P, V. U. R and S. G. K,2025 International Conference on Electronics, Computing, Communication and Control Technology (ICECCC), Bengaluru, India, 2025, pp. 1-8, doi: 10.1109/ICECCC65144.2025.11064269.

1. Participated in a Five-days ATAL FDP on “Emerging Trends in Artificial Intelligence for Smart Innovation and Sustainable Technologies in Industry 4.0” held at PDACE from September 01,2025 to September 05,2025.
2. Participated in a Five-days Faculty Development Program on “Generative AI Demystified:Tools and Techniques for NextGen Applications”,organized by the Department of Computer Science & Engineering in association with Wipfli LLP, India held during 20th to 24th January 2025 at NMAM Institute of Technology, Nitte.
3. Attended one week FDP organized by Vishwakarma Institute of Technology,Pune on “Recent Trends on Computing 4.0” 8^th to 13^th July,2024.
4. Attended International Workshop organized by Amrita Vishwavidyapeetam,Coimbatore on Computational Intelligence 2023 from 7^th to 11^th August,2023.
5. One week Short term course organized by IIIT ,Allahabad on ADASIVA from 30,October to 3^rd November 2023.
6. Attended Five Day FDP ON “Data Analytics and Power BI” organized by RNSIT ,Bengaluru,December 05-09,2023.
7. Attended Five Day FDP on “Applications of AI in Brain Computer Interface” Sponsored by DST- SER,Organized by Dept. of ECE, SR University, Hanumakonda,from 09-05-2022 to 13-05-2022.
8. Attended One week Research Development Program on “Problem formulation, publication, proposal ,and thesis writing” AIET and IIIT Allahabad from 7-2-2022 to 12-2-2022.
9. Attended Three days quality enhancement program on “Research Excellence : Metrics and Analytics”,IQAC,NMAMIT,Nitte from 7-2-2022 to 12-2-2022.
10. Attended FDP on Inculcating Universal Human Values in Technical Education, AICTE,from 18th to 22 october,2021.
11. Attended Five days workshop on “Advanced Image Analysis for Machine Learning”, organized by Department of Computer Science and Engineering, NIT Arunachal Pradesh from 14th September to 18th September, 2020.
12. Attended AICTE Training and Learning Academy (ATAL) online FDP on “Artificial Intelligence and Machine Learning using Python” from 31st August  to 4th September, 2020.
13. Attended Six days online FDP on “Optimization Techniques for Machin Learning”, organized by Department of Electronics and Communication Engineering, SJBIT, Bengaluru in association with IEEE Bangalore Section from 10th to 15th August,2020.
14. Attended AICTE sponsored online STTP on “Machine Learning for Societal Applications” from 24th to 29th August, 2020.
15. Attended AICTE sponsored online STTP on “Machine Learning and Deep Learning Models for Medical Domain Applications” from 5th to 10th October, 2020.
16. Attended National level bootcamp certification on python for 7days from June 1st to June 7th, 2020.
17. Attended Five day FDP on Digital board usage and pedagogical techniques from 9th June to 15^th at NMAMIT, Nitte June,2020.
18. Attended International conference on :”Machine Learning and Deep Learning hands on –an industry perspective”, May,2019
19. Attended Workshop on “Latex documentation”, at NMAMIT,Nitte,November,2019.
20. Attended Short term training program on “Advanced Education Software Tool”,at NMAMIT,Nitte, July 2018
21. 21.National level workshop on “Understanding our adolescents, Suicide Prevention and introduction to therapeutic counselling for teachers and administrators in higher education”,at NMAMIT,Nitte, May 2018.

MOOC Certificates

List of  Certification Courses (Coursera Courses) Completed :

1. Advanced Microsoft Power BI, Edureka, September,2025.
2. Build Personal Resilience, Macquaire University, December,2024.
3. Introduction to Generative AI, January,2024.
4. Python for Data Science by IBM, December,2023.
5. Everyday Parenting: ABC’s of Child rearing by Yale University, June,2023.
6. Introduction to Basic Game Development using Scratch, January,2022.
7. Structuring Machine Learning Projects, November, 2022.
8. Introduction to Biology of Cancer, December,2020.
9. Self -Publish your Book on Amazon Kindle Direct Publishing, December, 2020.
10. Deep learning with Pytorch : Neural Style Transfer, June, 2020.
11. Positive Psychology, December,2019.
12. AI for everyone, 25^th July,2019.
13. AI for Breast cancer Detection, May, 2019.