Kits Warangal

KITSW Main page

Department of Computer Science & Engineering (AI & ML)

KITS Warangal

Faculty group mail-id : csm@kitsw.ac.in

Faculty Profile

Address/Contact

Office : Room No. 203, Block - VII, Dept. of CSE(AI&ML)

Phone: 0870-2564888(ext. 299)

Mobile: 9849251540

Domain E-mail : ks.csm@kitsw.ac.in

Alternate E-mail : swapnakondam1@gmail.com

Education

B.Tech.,

M.Tech.(CS), JNTU – Hyderabad (2012).

Ph.D.(Pursuing), Computer Science and Engineering,SR University, Warangal.

K.SWAPNA

Assistant Professor

Dept. of Computer Science & Engg. (AI & ML)
Employee id: S1528

Academic Research IDs

Vidwan ID: 713955

SCOPUS ID: --

Researcher ID: --

Google Scholar ID: Gk_mhggAAAAJ

ORCID ID: 0009-0005-9479-9654

ACADEMIC AFFILIATION

Details	From	To	Name of the Organization
Assistant Professor	06-06-2026	Till Date	Kakatiya Institute of Technology & Science, Warangal, Telangana
Assistant Professor	3/01/2020	31/08/2021	Vivekananda Institute of Technology & Science. Karimnagar, Telangana
Assistant Professor	11/04/2007	04/09/2010	Jyothishmathi Institute of Technology and Science, Karimnagar, Telangana

RESEARCH INTERESTS

Medical Image Processing, Deep learning, Image Fusion, NLP

PUBLICATIONS

Publications in Refereed Journals
S. No	Details
1	Katta S, Garg D, Singh P, Ravi V, “Role and Impact of Method Noise on CT Image Denoising”, The Open Bioinformatics Journal, 2024, 17(1)
2	Katta S, Singh P, Garg D, Diwakar M, “Hybrid Approach for CT Image Noise Reduction Combining Method Noise-CNN and Shearlet Transform”, Biomedical and Pharmacology Journal, 2024, 17(3), 1875-1898
3	Katta S, Singh P, Garg D, Ravi V, Diwakar M. Dual CT “Image Denoising Approach using Guided Filter and Method-Based Noise in NSST Domain”, The Open Bioinformatics Journal, 2025, 18(1)
4	Katta S, Singh P, Garg D, Diwakar M, “Efficient Gaussian Noise Denoising in CT Images with Deep CNNs”, Biomedical and Pharmacology Journal, 2025, 18
5	Katta S, Singh P, Garg D, Diwakar M, “Generative Adversarial Framework for CT Image Denoising using Self-Attentive Residual UNet and Patch GAN Discriminator”, Biomedical and Pharmacology Journal

Publications in Refereed Conference Proceedings

S.No	Details
1	Swapna Katta, Singh P, Garg D, Diwakar M, “CT Image Denoising Using Deep Learning: A Bibliometric (2020–2025) Perspective,” accepted in 12th International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC 2026)
2	Katta S, Singh P, Garg D, “Comprehensive Analysis of CT Image Denoising Techniques using MSVD, WPD, PCA and DWT”,12th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO)
3	Katta S, Singh P, Garg D, “A CT Image Denoising Approach Using Wiener Filter and NSST Domain” Proc. IEEE International Conference on Artificial Intelligence and Emerging Technology (Global AI Summit), 2024, pp.190-195

PROFESSIONAL AFFILIATION

S.No	Details
1	Life Member, ISTE (LM73001)

COURSES TAUGHT

Undergraduate Level
Courses Taught		Currently Teaching
Course	Semester, Year, Branch	Course	Semester, Year, Branch
Artificial Intelligence
Advanced DBMS
Web Technologies
Operating Systems
Python Programming
Principles of Programming Languages
Data Structures in C++
Cryptography and network Security
Computer Organization
Real Time Systems
Database Management Systems

Postgraduate Level
Advanced Data Structures
Cryptography and Network Security
Information Security

FACULTY DEVELOPMENT PROGRAMMES ATTENDED

S. No.

Programme

Duration

Organized by

1

Faculty Development Program on Augmented Reality / Virtual Reality (AR/VR)

One week

Dr. Vithalrao Vikhe Patil College of Engineering, Ahilyanagar, Maharashtra

2

AICTE–ATAL Faculty Development Program on “Empowering Digital Transformation: Supercomputing, AI & Data Science”

6 Days

Viswam Engineering College (AICTE–ATAL Academy)

3

Hands-on Workshop on AWS Cloud Foundations

One Day

Department of Computer Science & Artificial Intelligence, SR University

4

Expert Talk on “Manuscript Preparation for High-Quality Journals”

One Day

Department of Mathematics, SR University, Warangal, India

5

International Expert Talk on “Generative AI & Its Applications”

1 Day

SR University, Warangal

6

20-Hour Live Training Program on Git & GitHub

20 Hours

ExcelR Edtech Pvt. Ltd

7

Workshop on GitHub Codespaces

(1 Day)

School of Computer Science & Artificial Intelligence, SR University

8

National Faculty Development Program on Artificial Intelligence and Machine Learning (AIML)

1 Day

G. Narayanamma Institute of Technology and Science (GNITS), Hyderabad

9

National Faculty Development Program on Natural Language Processing and Computer Vision

1 Day

National Institute of Science and Technology (NIST), Berhampur

DETAILS OF BOOK CHAPTER PUBLISHED

S. No.	Title of the Chapter	Title of the Book	Publisher	Role (Author/ Coauthor)	Scopus Indexed	Published on
1	Fundamentals of Machine Learning and Deep Learning for Healthcare Applications.	Machine Learning and Deep Learning Modeling and Algorithms with Applications in Medical and Health Care	Springer Nature	1st Author	(ISBN: 978-93-6986-860-5)	2025

PAPERS PRESENTED IN CONFERENCES/SEMINARS/ WORKSHOPS/SYMPOSIA

S. No.	Title of the Paper presented	Title of Conference/ Seminar etc.	Organized by

S.No	Details
1	Published Patent1- Katta S, Singh P, Garg D, “Advanced Deep Learning Framework for CT Image Denoising Using Transform-Based Methods and Diffusion Modeling”, Patent No. 1909, 2025
2	Published Patent2-Katta S, Singh P, Garg D, “Hybrid Model for Robust CT Image Denoising Using Deep Neural Networks and Statistical Approaches”, Patent No. 1912, 2025
3	Organized 1 Day Live Webinar on “PYTHON – LEADING THE WORLD” on 15 June 2020, delivered by Mr. Yaseen Mohammed (Python Developer, Freddie Mac, USA), followed by an interactive session.

S. No.	Title of Lecture/ Academic Session	Title of Conference/ Seminar etc.	Organized by

S. No.	Details	Value(Rs.)	Status