CSE - ARTIFICIAL INTELLIGENCE & MACHINE LEARNING

Ms. Swathi Mugada

Ms. Swathi Mugada

Assistant Professor
swathi.m@bvrithyderabad.edu.in

AICTE ID: 1-2648534244
JNTUH ID: 8455-150427-214823
Ratified Status: –

Ph.D.:  Pursuing, Gitam University, AP
M.Tech.: JNTUK, 2011
B.Tech.: JNTUK, 2009

Teaching Experience: 14.3 Years
Research Experience: Nil
Industry Experience: Nil

Scopus ID: 57191242111
WoS ID: PLB-9909-2026
Google Scholar ID:   Goplp3oAAAAJ
Vidwan ID: 35 104951
ORCID ID: 0009-0004-5722-3907

Medical Image Processing

Best Paper Award

“ViT-BART: A Vision-Text Fusion model for Image caption generation”

Organized by Emerging Research in Computing, Information, Communication Artificial Intelligence and Machine Learning ERCICAM – 2025 2nd International Conference organized by NMIT Bengaluru.

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  1. “An enhanced approach for chest X-ray image classification via residual EfficientNet-based LSTM layer with adaptive heuristic assisted segmentation for the early detection of diseases”. Journal of Statistical Computation and Simulation, ISSN :1563-5163 .2026 (SCIE ,Scopus).
  2. “DMEGrade-Net: Designing an efficient Diabetic Macular Edema Grading System using Adaptive Transfer Learning-based MobileNet from fundus images in the healthcare industry”, Biomedical Signal Processing and Control,ISSN:1746-8094,Volume 109,2025 (SCIE,Scopus)
  3. “Classification of diabetic retinopathy grades using CNN feature extraction to segment the lesion” , International Journal of Computational and Experimental Science and EngineeringISSN:2149-9144,2024(Scopus).
  4. “Collective Information Profiling of Companies Based on CBIR”, International Journal of Engineering & Technical Research, Volume 3, Issue 3,March 2015,ISSN: 2321-0869 Page:206-208.
  5. “Implementing and Comparison of MANET Routing Protocols Using NS2”, International Journal of Emerging Technology and Advanced Engineering, ISSN 2250-2459,Volume 4,Issue 2,February 2014 Page:194-200.
  6. “Research Caricature Based on Semantic Web Mining”, International Journal of Emerging Technology and Advanced Engineering,ISSN 2250- 2459,Volume 4,Issue 2,February 2014 Page:201-204.
  7. “A Relative Analysis Of MANET Routing Protocols DSDV and AOMDV Using NS2”,International Journal of Application of Innovation in Engineering & Management(IJAIEM),Volume 3,Issue 1,January 2014,ISSN 2319-4847 Page: 400-406
  1. Real-Time Object Detection for an Intelligent Retail Checkout System, International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE) IEEE.2025(Scopus).
  2. Machine Learning Approaches for Underwater Object Classification using Sonar Data, First International Conference on the Innovations in Communications, Electrical and Computer Engineering (ICICEC 2024) IEEE(Scopus).
  3. The Intelligent Overtaking Model for Reducing Road Accidents Based on Animal Group Behaviour, The IEEE Intelligent Transportation Systems Society Conference Management System, IEEE International Conference on Vehicular Electronics and Safety (ICVES)2024(Scopus).

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CSI

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  1. Quantum Computing with Artificial Intelligence: Convergence and Applications, AICTE Training and Learning (ATAL)Gayatri Vidya Parishad College 2025.
  2. Innovative Integration of Computer Vision and Artificial Intelligence in Healthcare, Department of Medical Electronics and Department of AIML at Ramaiah Institute of Technology, Bengaluru,2025.
  3. Quantum Computing: A practical Approach, Department of CSE(AI&ML) and CSE(Cybersecurity), at Ramaiah Institute of Technology, Bengaluru,2025.
  4. “Enhancing Cognitive Computing with Generative AI: Advances, Challenges and Applications”, Department of AI&DS and AIML at Ramaiah Institute of Technology, Bengaluru,2025.
  5. FEEL Teacher-Communication, MSRCRSC, Bengaluru,2024.
  6. Gen-AI and Prompt Engineering Using Microsoft Co-Pilot,BNM Institute of Technology Bangalore (BNMIT) – Karnataka,2024.
  7. Deep Dive into Generative AI:The Role of GANs and LLMs”,Department of AI&DS, Department of AIML and ISE, at Ramaiah Institute of Technology, Bengaluru,2024.
  8. Machine Learning and GenAI IEduVibhu in association with Adithya Learning Academy,2024.
  9. AI and Gen AI with industry Application ,MIT Academy of Engineering (MIT AOE) in Collaboration with ExcelR,Edtech Pvt. Ltd,2024.
  10. Internet of Things(IoT),AICTE Training And Learning (ATAL) Academy Online FDP ,organized by Shri Sant Gajanan Maharaj College of Engineering, Shegaon.
  11. Data Science & Its Applications In STEM ,Andhra University College Of Engineering (A),Andhra University and University Engineering College -Vizianagaram, JNTUK, Kakinada.2020
  12. Problem Solving-A Pedagogical Approach,UGC-HRDC ,JNTUH,2019.
  13. Professional Etiquette & Emotional Intelligence, BVRITH College of Engineering for Women,2019.
  14. Inspire Impact Introspect – Level 1 (III Level -1),BVRITH College of Engineering for Women,2019.
  15. Unconscious Bias in the Workplace, BVRITH College of Engineering for Women,2019.
  16. One week FDP on open source software (Ruby),Spoken Tutorials ,IIT Bombay, organized by Department of IT,BVRIT HYDERABAD College of Engineering for Women,2017.
  17. Data Science & Big Data Analytics, E & ICT Academy ,National Institute of Technology, Warangal at Department of IT, BVRIT Hyderabad College of Engineering for women,2017.
  18. Machine Learning – Recent Trends and Applications, E & ICT Academy, National Institute of Technology, Warangal at Department of CSE, G.Narayanamma Institute of Technology & Science (GNITS),2016.
  19. Open Source Software (Python,Scilab,Drupal),Spoken Tutorials,IIT Bombay organized by Department of IT, BVRITHYDERABAD College of Engineering for Women,2016.
  20. E-LAB in C-Programming, BVRITH VEDIC,2016.
  • HCL Data Analytics Program SPoC,
  • B-SMART,
  • ATL,
  • EDC