About myself

Dr. G.Karuna, Professor & HOD in Artificial Intelligence and Machine Learning Engineering department has completed her Ph.D from JNTUH, Hyderabad in the domain of Image Processing. She has twenty years of academic and research experience. She has published 109 papers in referred International Journals and Conferences, published 5 IPR patents (India), one innovation patent (IP Australia) and written two books for SCDE, JNTUH, and Hyderabad. Dr. G.Karuna Research Interests are Image Processing, Computer Networks, Cryptography and Network Security,Big Data Analytics, Machine Learning. She is a life member of CSI and ISTE. She is certified in Oracle Certified Java Standard Edition 6 Programmer (OCJP) and Oracle Certified Web Component Developer (OCWCD). Dr.Karuna received an Outstanding Woman Researcher Award in VIWA-2021 and Uttama Adhyapika award from Bharath Education Excellency. She received Project Drona 2.0 Award from HYSEA and Infosys Springboard. She actively participated in ICT moodle activities for many courses taught at GRIET. She also received certifications in six courses from National Programme on Technology Enhanced Learning (NPTEL). She has played major role to bridge gap between academy & industry by organizing various FDP/workshops on current trending technologies such as “Full Stack Web Development”, “Agentic AI”, “Machine Learning Applications with PySpark” and “AI & Bigdata Synergy”.

☎ Contact Details
Dr.G.Karuna
Professor & HOD
Department of Artificial Intelligence and Machine Learning
Gokaraju Rangaraju Institute of Engineering and Technology
Bachupally, Hyderabad-500090
TELANGANA
Email: hod_aimle@griet.ac.in, gkaruna922@grietcollege.com
Mobile: 91-9849420327

      Curriculam Vitae

Educational Details

• Ph.D (Computer Science and Engineering), Jawaharlal Nehru Technological University Hyderabad, Telangana. Supervisor: Dr.P.Chandrasekhar Reddy, JNTUH, Hyderabad. (2011-2016).
• MTech(Computer Science and Engineering), Jawaharlal Nehru Technological University College of Engineering, Hyderabad. (2008-2010)

Professional Background

• Presently working as a Professor & HOD in the Department of AIML, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous) Bachupally, Hyderabad, from October 2021 to till date.
• Worked as a Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous) Bachupally, Hyderabad, from August 2016.
• Worked as an Associate Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous) Bachupally, Hyderabad, from June 2015 to August 2016.
• Worked as an Assistant Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology, Bachupally, Hyderabad, from May 2012 to June 2015.
• Worked as an Assistant Professor in the department of Information Technology, JBIET, Hyderabad, September 2011 to April 2012.
• Worked as an Assistant Professor in the Department of MCA, MRITS, Hyderabad, June 2006 to September 2011.

Administrative Experience

• Additional Controller of Examinations for PG Exams, GRIET from Dec 2015 to Dec 2018.
• Head, Department of MCA, MRITS, Hyderabad, from June 2008 to August 2012.
• Examinations Incharge for both UG & PG courses at MRITS, Hyderabad, from June 2008 to August 2012

Committee Work

• Convenor for various FDPs & Workshops on trending technologies
• Convener for one week FDP on “Full Stack with Agentic AI” as a Convener at GRIET in association with Ditto Security from 05-01-2026 to 05-01-2026.
• Convener for one week FDP on “Data Visualization using Tableau” as a Convener at GRIET in association with Masranix Pvt.Ltd from 19-08-2024 to 24-08-2024.
• Convener for 3 days workshop on “Unveiling the power of Generative AI” & Hackathon “Gen-AI Challenge” as a Convener at GRIET in association with Global Knowledge Technologies from 20-06-2024 to 22-06-2024.
• Convener for one week FDP on “Generative AI & its applications” held at GRIET in association with Pantech Learning from 15-05-2024 to 20-05-2024.
• Convener for one week Wokshop on “Hyperledger Certification Training - Block chain Technology” at GRIET in association with IDS from 27-10-2023 to 1-11-2023.
• Coordinator for one week FDP on “Cloud Infrastructure (AWS)” as a Convener at GRIET in-association with Brain O Vision from 21-08-2023 to 25-08-2023
• Coordinator for 3 weeks Workshop on “Fundamentals of IOT and App Development” at GRIET from 26-06-2023 to 14-07-2023.
• Convener for one week FDP on “Big Data Analytics and Machine Learning Applications with PySpark” held at GRIET, 2nd to 6th Dec 2019.
• Coordinator for one day FDP on “Data Science” held at GRIET in association with Globul Education and Career Forum, 19th Nov 2019.
• Workshop Coordinator for one day Workshop on “R-Programming” held at Remote Center GRIET in association with IIT Bombay, 9th Nov 2019.
• Coordinator for Value Added Course “Programming in Python and Machine Learning” from 1st July to 29th August 2019 for III B.Tech. CSE students.
• Coordinator for “Big Data Analytics” training course, at GRIET, 22nd to 26th Feb 2019.
• Coordinator for “Data Science” training course, at GRIET, 23rd July 2018 to 15th November 2018.
• Organizing Member (International Conference, ICWSNUCA-2018), 24th to 25th Aug 2018, GRIET, Hyderabad.
• Coordinator for workshop on “Introduction to Machine Learning”, GRIET in association with IIT Kharaghpur, 2017-18.
• Co-coordinator for FDP on “Data Science and Big Data Analytics”, GRIET in association with NIT, Warangal, 2016-17.
• Coordinator for “Technacy”, CSE Technical club, GRIET, 2014-2016
• Coordinator for College Annual Day Celebrations, GRIET, 2015-16.
• Member for NBA(PG) Committee, GRIET, 2016-2018.
• Coordinator for College Annual Day Celebrations, MRITS, 2009-2011.
• II B Tech CSE overall Coordinator, GRIET
• PRC member and Coordinator for M.Tech, 2016-2018 Batch, GRIET.
• Mentor for III B.Tech students, GRIET.

Courses Taught

• Python Programming
• Machine Learning
• Data Warehousing and Data Mining
• Advanced UNIX Programming
• Unix and Shell Programming
• Java Programming
• Scripting Languages
• Advanced Computer Networks
• Computer Networks
• Cryptography and network security
• Linux programming
• C & Data Structures
• Software Engineering

Publications

SCI/ESCI Indexed Papers

1.Published a paper on “Investigation of cyber-attacks using post installation app detection method”, Cogent Journal, VOL. 11, NO. 1, 2411859, ESCI & Scopus indexed, Oct 2024.

2.Published a paper on “Smart Energy Management: Real time prediction and Optimization for IOT enabled Smart Phones”, Cogent Journal, VOL. 11, NO. 1, 2390674, ESCI & Scopus indexed, Sept 2024.

3.Published a paper on “A Full-resolution Convolutional Network with a Dynamic graph cut algorithm for Skin Cancer Classification and Detection”, Healthcare Analytics, 3, 100154, SCI & Scopus Indexed, 2023.

4.Published a paper on “Segmentation and detection of brain tumor through optimal selection of integrated features using transfer learning”, Multimedia Tools and Applications, SCI & Scopus indexed, https://doi.org/10.1007/s11042-022-12414-0, Jan 2022.

5.Published a paper on “Deep learning-based computer aided diagnosis model for skin cancer detection and classification”, Distributed and Parallel Databases, 2021, https://doi.org/10.1007/ s10619-021- 07360-z, Springer, SCI & Scopus indexed, 23 Aug 2021.

6.Published a Book Chapter on “SSO: A Hybrid Swarm Intelligence Optimization Algorithm”, Computational Vision and Bio-Inspired Computing, Advances in Intelligent Systems and Computing 1420, ESCI & Scopus indexed, pp.879-889, DOI: 10.1007/978-981-16-9573-5_63, 2022.

SCOPUS Indexed Papers

1.Published a paper on “An Energy-Aware IoMT-WBAN Framework Using Fire Hawk Optimization for Reliable Healthcare Monitoring”, Proceedings of the 2026 IEEE Nexo Tech International Conference on Advanced Technologies and Innovations ICATI 2026, 08-09 May 2026, Palakkad, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICATI69399.2026.11604198, July 2026

2.Published a paper on “An Efficient Design for the Early Prediction of Colorectal Cancer Using Efficientnet Architecture and Vision Transformers – A Machine Learning Model”, 1st International Conference on AI, Data Science, Cyber Security and Smart Manufacturing for Sustainable Development (ICADCS), 23-24 May 2026, Gwalior, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICADCS70036.2026.11583655, July 2026.

3.Published a paper on “Aware of Latency Moving to Edge–Cloud Computing Collaborative Mobile Computing: Real-Time Decision-Making Algorithms”, International Conference on Data Science, Agents and Artificial Intelligence (ICDSAAI), 26-28 March 2026, Chennai, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICDSAAI69492.2026.11505219, May 2026.

4.Published a paper on “Implement Augmented Reality (AR) Interfaces in Disaster-Resilient Edge-Cloud Computing: An Innovative Interactive System for Emergency Operations First Responders”, International Conference on Data Science, Agents and Artificial Intelligence (ICDSAAI), 26-28 March 2026, Chennai, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ ICDSAAI69492. 2026.11505186, May 2026.

5.Published a paper on “Deep Learning-Integrated Digital Pathology System for Early-Stage Cancer Screening Using High-Resolution Tissue Images”, International Conference on AI Engineering and Innovations (AIEI), 26-28 March 2026, NIT Jamshedpur, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ AIEI69164.2026.11496832, May 2026.

6.Published a paper on “Deep Hierarchical Hybrid Learning Framework for Autonomous Organizational Knowledge Mining and Productivity Forecasting”, International Conference on Electronic Systems and Intelligent Computing (ICESIC), 13-14 March 2026, Chennai, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICESIC67389.2026.11496595, May 2026.

7.Published a paper on “Optimizing Lunar Lander Performance with Dueling Deep Q-Networks in Reinforcement Learning”, 16th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2025, Volume: 2, Pages: 6394 – 6402, ISSN: 2395-5295(Online); 2395-5287(Print), GIJET Journal, Scopus indexed, April 2026

8.Published a paper on “Secure Health: Revolutionizing Health Assets with Blockchain and Homomorphic Encryption”, 16th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2025, Volume: 2, Pages: 6385 – 6393, ISSN: 2395-5295(Online); 2395-5287(Print), GIJET Journal, Scopus indexed, April 2026.

9.Published a paper on “An Effective Rice Diseases Detection and Classification Using YOLOv8 Architecture with ChatCrop based Mobile Application”, 5th International Conference on Innovative Computing Intelligent Communication and Smart Electrical Systems, Proceedings ICSES-2026, 29-30 January 2026, Chennai, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICSES66558.2026.11478955, April 2026

10.Published a paper on “Grad-CAM Assisted Eye Disease Classification Using Multi-Stage CNN with OCT C8 and Eye Disease 101 Datasets”, Proceedings of the 4th IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation IATMSI-2026, 12-14 March 2026, Gwalior, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/IATMSI68868.2026.11465774, April 2026

11.Published a paper on “Comparative Analysis of Machine Learning Services in Diagnosing Parkinsonism by Speech Pattern”, Proceedings of the 4th IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation IATMSI-2026, 12-14 March 2026, Gwalior, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/IATMSI68868.2026.11465480, April 2026

12.Published a paper on “Systematic Review of Tomato Leaf Disease Detection using Artificial Intelligence Techniques”, 5th International Conference on Communication, Computing and Electronics Systems (ICCCES-2026), 21-23 January 2026, Coimbatore, India, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICCCES62661.2026.11437300, March 2026

13.Published a paper on “Reducing environmental impact by Optimizing sustainable concrete mixes using Portland slag cement and recycled aggregate”, 4th International Conference on Sustainable Technologies and Advances in Automation, Aerospace and Robotics (STAAAR 2025), Scopus indexed, https://doi.org/ 10.1051/ epjconf/202635502005, March 2025

14.Published a paper on “Latent Space Exploitation through Convolutional Autoencoders for Enhanced Image Denoising on Structured Datasets”, Modern Electronics Devices and Intelligent Communication Systems (MEDCOM) 2025, 11-13 December 2025, Greater Noida, India, IEEE Xplore, Scopus indexed, https://doi.org/ 10.1109/MEDCOM67532.2025.11404988, March 2026

15.Published a paper on “Intelligent Energy Prediction Mechanism for Smart Buildings Using CNN-BiLSTM and Occupant Count Data”, Modern Electronics Devices and Intelligent Communication Systems (MEDCOM) 2025, 11-13 December 2025, Greater Noida, India, IEEE Xplore, Scopus indexed, https://doi.org/ 10.1109/ MEDCOM67532.2025.11405320, March 2026.

16.Published a paper on “Deep Reinforcement Learning for Adaptive AI Chatbots in Customer Service and Personalized Virtual Assistance Systems”, 3rd International Conference on Multifunctional Materials: ICMM2024, 19–21 December 2024, Hyderabad, IEEE Xplore, Scopus indexed, DOI: 10.1109/ ICCR67387.2025. 11292000, 19 December 2025.

17.Published a paper on “Disease prediction and doctor recommendation using machine learning”, 3rd International Conference on Cyber Resilience (ICCR), 03-04 July 2025, Dubai, United Arab Emirates, Hyderabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0298455, November 2025.

18.Published a paper on “Gesture control using computer vision to improve user experience”, 3rd International Conference on Multifunctional Materials: ICMM2024, 19–21 December 2024, Hyderabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0298448, November 2025.

19.Published a paper on “Ethical AI for Data Governance: A Fairness-Centric Approach to Responsible Decision-Making in Enterprise Systems”, International Conference on Metaverse and Current Trends in Computing (ICMCTC)-2025, 10–11 April 2025, Subang Jaya, Malaysia, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICMCTC62214.2025.11196531, October 2025.

20.Published a paper on “SMARE: Enhancing Retail with Augmented Reality and Natural Language Processing”, 8th International Conference on Computing Methodologies and Communication (ICCMC), 23-25 July 2025, Erode, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICCMC65190.2025.11140638, September 2025.

21.Published a paper on “Machine Learning for Space Safety: Predicting Debris Motion and Evaluating Collision Risks”, 8th International Conference on Computing Methodologies and Communication (ICCMC), 23-25 July 2025, Erode, IEEE Xplore, Scopus indexed, DOI: 10.1109/ICCMC65190.2025.1114063, September 2025.

22.Published a paper on “Asset Registration Management System Using Blockchain”, 16th International Conference on Materials Processing and Characterization 2024, 27–29 June 2024, Ahmedabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0261376, August 2025.

23.Published a paper on “Identification of Recurrent Laryngeal Nerve during Thyroidectomy using Deep Learning”, 16th International Conference on Materials Processing and Characterization 2024, 27–29 June 2024, Ahmedabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0261377, August 2025.

24.Published a paper on “Intrusion detection system using hybrid methods”, 16th International Conference on Materials Processing and Characterization 2024, 27–29 June 2024, Ahmedabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0261378, August 2025.

25.Published a paper on “Personal protective equipment detection model with alert system”, 16th International Conference on Materials Processing and Characterization 2024, 27–29 June 2024, Ahmedabad, AIP Proceedings, Scopus indexed, DOI: 10.1063/5.0261379, August 2025.

26.Published a paper on “Refinement of Distorted Images using Cycle-GAN”, 5th International Conference on Pervasive Computing and Social Networking (ICPCSN)-2025, IEEE Xplore, Scopus indexed, June 2025.

27.Published a paper on “Healthcare Personalized System Recommendation Using Processing of Natural Language in Wearable Data”, International Conference on Computational Innovations and Engineering Sustainability (ICCIES), Coimbatore, IEEE Xplore, Scopus indexed, June 2025.

28.Published a paper on “PLS-SEM and ANN Model for Risk Management Effects on Re-Engineering Capabilities Small-Medium Enterprises”, International Conference on Next Generation Communication & Information Processing (INCIP), Bangalore, IEEE Xplore, Scopus indexed, June 2025.

29.Published a paper on “Integrating Artificial Intelligence in Project Management Challenges and Opportunities”, International Conference on Next Generation Communication & Information Processing (INCIP), Bangalore, IEEE Xplore, Scopus indexed, June 2025.

30.Published a paper on “Effect of nanomaterial shape on thermal properties: A comparative study using scanning electron microscopy (SEM)”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

31.Published a paper on “Quantitative assessment of nano particle shape: A comprehensive analysis with scanning electron microscopy (SEM)”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

32.Published a paper on “Applications and challenges of natural clays and clay minerals in oil and gas industry: A comprehensive review”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

33.Published a paper on “Microstructure analysis of ferrous material properties using scanning electron microscopy”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

34.Published a paper on “Prediction and analysis of soccer players using deep neural networks”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1,(AIP Conference Proceedings), Scopus indexed, April 2025.

35.Published a paper on “Liver disease prediction using machine learning”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, (AIP Conference Proceedings), Scopus indexed, April 2025.

36.Published a paper on “An enhanced framework for detecting the histopathology cancer using machine learning technique”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

37.Published a paper on “Face recognition voting system”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025.

38.Published a paper on “A new method for optimizing sine cosine with stacked long short-term memory for stock price prediction”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, Scopus indexed, April 2025

39.Published a paper on “Deep learning-based auto generated image captions”, 5th International Conference on Design and Manufacturing Aspects for Sustainable Energy - 2023 (AIP Conference Proceedings), Volume 3157, Issue 1, (AIP Conference Proceedings), Scopus indexed, April 2025

40.Published a paper on “Integrative Optimization Framework for Strategic Distributed Generation Placement and Sizing to Enhance Loss Minimization and Voltage Stability in Power Distribution Networks”, International Conference on Intelligent Control, Computing and Communications (IC3), 2025, Mathura, India, IEEE Xplore, Scopus indexed, April 2025

41.Published a paper on “Ensemble Deep Learning Framework for Skin Cancer Classification”, 2nd International Conference on Artificial Intelligence Trends and Pattern Recognition (ICAITPR) 2024, Hyderabad, India, IEEE Xplore, Scopus indexed, April 2025.

42.Published a paper on “A Predictive Analytics Approach to Traceability in Digital Forensics Using Time Series Analysis”, IoT, Communication and Automation Technology (ICICAT-2024), Gorakhpur, India, IEEE Xplore, Scopus indexed, March 2025.

43.Published a paper on “Detection and Classification of Faults in Dynamically Controlled Systems using Gaussian Process Regression with Hidden Markov Model”, 4th International Conference on Mobile Networks and Wireless Communications (ICMNWC) 2024, IEEE Xplore, Scopus indexed, Feb 2025.

44.Published a paper on “Mixture Kernel based Least Square Support Vector Machine for Personality Prediction on Social Media”, First International Conference on Software, Systems and Information Technology (SSITCON)-2024, IEEE Xplore, Scopus indexed, Dec 2024.

45.Published a Book Chapter on “Monitoring of Environmental Analysis in Twitter Dealt with Pollution Probability”, Text Mining and Sentiment Analysis in Climate Change and Environmental Sustainability IGI Global -Book chapter (Chapter 9), December 2024, DOI: 10.4018/979-8-3693-7230-2.ch009, Scopus indexed, Nov 2024.

46.Published a paper on “Optimization of Photovoltaic System Efficiency in Building Envelope Designs Using Genetic Algorithms: Comparative Analysis of Cost Metrics, Energy Savings, and Payback Periods", E3S Web of Conferences, E3S Web of Conferences 588, 03006, pp: 1-14, https://doi.org/10.1051/e3sconf/202458803006, Scopus indexed, Nov 2024.

47.Published a paper on “Assessing the Risk of Climate-induced Natural Disasters using Risk Assessment Models, E3S Web of Conferences, E3S Web of Conferences 581, 01038, pp:1-8, https://doi.org/10.1051/e3sconf/202458101038, Scopus indexed, Oct 2024.

48.Published a paper on “Life Cycle Assessment of Biofuels using Monte Carlo Simulation, E3S Web of Conferences 581, 01002, (2024), pp: 1-7, https://doi.org/10.1051/e3sconf/ 202458101002, Scopus indexed, Oct 2024.

49.Published a Book Chapter on “Web-Based Virtual Reality to Enhance Business Communication to Focus on Negotiation Techniques in Distance Education”, Optimizing Virtual Reality and Metaverse for Remote work and Virtual Team Collaboration, IGI Global, pp:279-292, Scopus indexed, Sept 2024.

50.Published a paper on “Investigation of electrochemical micromachining Process parameters on stainless Steel 316 by sodium chloride electrolyte”, International Conference on Power Generation and Renewable Energy Sources, Volume 564, 11003 (2024), pp:1-10, Scopus indexed, Sept 2024.

51.Published a paper on “Remote engine shutdown system with theft alert_Via sms for vehicle owners”, International Conference on Power Generation and Renewable Energy Sources, Volume 564, 07008 (2024), pp:1-11, Scopus indexed, Sept 2024.

52.Published a paper on “Perception of farmer towards climate change and associated proposed agriculture strategies”, E3S web of conference proceedings, 552, 01125 (2024), pp:1-10, Scopus indexed, March 2024.

53.Published a paper on “Effect of Ambient temperature on the plastic products using the finite element method”, E3S web of conference proceedings, 507, 01064 (2024), pp:1-6, Scopus indexed, March 2024.

54.Published a paper on “Crop recommendation system and crop monitoring using IoT”, E3S web of conference proceedings, 507, 01063 (2024), pp:1-11, Scopus indexed, March 2024.

55.Published a paper on “Advancing Aluminum-Based Composites with Fly Ash and SiC Reinforcement through Stir Casting”, E3S web of conference proceedings, 507, 01050 (2024), pp:1-10, Scopus indexed, March 2024.

56.Published a paper on “Optimization of wind-solar hybrid microgrids using swarm intelligence algorithms”, MATEC Web of Conferences, 392, 01187, pp:1-12, Scopus indexed, March 2024.

57.Published a paper on “Machine learning approaches for fault detection in renewable microgrids”, MATEC Web of Conferences, 392, 01192, pp:1-11, Scopus indexed, March 2024.

58.Published a paper on “Study and analysis of COVID 19 severity classification techniques using images: A challenging overview”, AIP Conference Proceedings, Volume 3007, Issue 1, pp: 030004-1 to 13, 20, Scopus indexed, Feb 2024.

59.Published a paper on “An Automated System to Detect Plant Disease using Deep Learning”, E3S web of conference proceedings, Volume 430, 01044, pp. 1-14, Scopus indexed, Oct 2023.

60.Published a paper on “Feasible Sentiment Analysis of Real Time Twitter Data”, E3S web of conference proceedings, Volume 430, 01045, pp. 1-10, Scopus indexed, Oct 2023.

61.Published a paper on “Automated Abstractive Text Summarization using Deep Learning”, E3S web of conference proceedings, Volume 430, 01021, pp. 1-11, Scopus indexed, Oct 2023.

62.Published a paper on “Helpi - An Automated Healthcare Chatbot”, E3S web of conference proceedings, Volume 430, 01040, pp. 1-9, Scopus indexed, Oct 2023.

63.Published a paper on “Smart and Sustainable Surveillance System”, E3S web of conference proceedings, Volume 430, 01030, pp. 1-11, Scopus indexed, Oct 2023.

64.Published a paper on “An analysis of work-family conflict resolution in the IT industry for employee sustainability”, E3S web of conference proceedings, Volume 430, 01185, pp. 1-11, Scopus indexed, Oct 2023.

65.Published a paper on “Home automation using IOT”, E3S web of conference proceedings, 391, 01159, pp. 1-5, Scopus indexed, June 2023.

66.Published a paper on “Smart Cultivation System using IOT”, E3S web of conference proceedings, 391, 01160, pp. 1-8, Scopus indexed, June 2023.

67.Published a paper on “Air Quality and Hazardous Gas Detection using IOT for Household & Industrial Areas”, E3S web of conference proceedings, 391, 01146, pp. 1-9, Scopus indexed, June 2023.

68.Published a paper on “Motorcycle Crash Detection and Alert System using IOT”, E3S web of conference proceedings, 391, 01145, pp.1-10, Scopus indexed, June 2023.

69.Published a paper on “IoT-based Sun and Rain Detection System”, E3S web of conference proceedings, 391, 01150, pp. 1-7, Scopus indexed, June 2023.

70.Published a paper on “Bird Species Recognition using Deep Transfer Learning”, Lecture Notes in Networks and Systems 2023, 606, pp. 473–479, Scopus indexed, April 2023.

71.Published a paper on “CNN Features and Optimized Generative Adversarial Network for COVID-19 Detection from Chest X-Ray Images”, Critical Reviews in Biomedical Engineering, Scopus indexed, Volume 50, Issue 3, 2022, pp. 1-17, 2022.

72.Published a paper on “Predicting the Price of Pre-Owned Cars Using Machine Learning and Data Science”, International Journal for Research in Applied Science & Engineering Technology (IJRASET), UGC(45842), pp: 1468-1476, ISSN: 2321-9653, Volume 10, July 2022.

73.Published a Book Chapter on “Object Tracking Using Moderate Derivative Gain Kalman Filter”, Lecture Notes Data Engineering and Communications Technologies-93, Scopus indexed, pp.593-601, DOI: 10.1007/978-981-16-6605-6_44, 2022.

74.Published a paper on “Robust and Imperceptible Region Based Watermarking on Medical images”, Lecture Notes in Electrical Engineering, Scopus indexed, pp.851-858, https://doi.org/10.1007/978-981-16-3690-5_78, 2022.

75.Published a paper on “A Robust Watermarking Using RDWT and Slant Transform Using Hybrid Firefly and Differential Evolution Optimization”, Lecture Notes in Electrical Engineering, Scopus indexed, pp.859-866, https://doi.org/10.1007/978-981-16-3690-5_79, 2022.

76.Published a paper on “Artificial Intelligence Based Learning Approach for Leaf Disease Identification and Detection”, Lecture Notes in Electrical Engineering, Scopus indexed, pp.837-850, https://doi.org/10.1007/978-981-16-3690-5_77, 2022.

77.Published a paper on “An efficient smart phone based Parasite Malaria Detection with Deep Neural Networks”, proceedings of the 3rd International Conference on Inventive Research in Computing Applications, ICIRCA 2021, Scopus indexed, pp.539-544, October 2021.

78.Published a paper on “Performance Analysis of Machine Learning Algorithms for Text Classification”, Communications in Computer and Information Science 2021, Springer Conference, CCIS 1393, pp. 414–424, https://doi.org/10.1007/978-981-16-3660-8_39, Scopus indexed, August 2021.

79.Published a paper on “Machine learning model for income classification”, Journal of Education, Ravindra Bharathi University, UGC Care, ISSN : 0972-7175, pp: 44-53Vol. : XXIII, No. :6(III), July 2021.

80.Published a paper on “An Optimization Based deep LSTM Predictive Analysis for Decision Making in Cricket”, Innovative Data Communication Technologies and application, pp: 93-97, Scopus indexed, pp 721-737, https://doi.org/10.1007/978-981-15-9651-3_59, ISBN 978-981-15-9650-6, ISSN: 2249-6661, 2021.

81.Published a paper on “A Survey on Adversarial Deep Learning Models with Multiple Adversaries”, Sambodhi, pp: 184-187, Vol-43, No.-03 (III), UGC Care Group-1, ISSN: 2249-6661, November-December 2020.

82.Published a paper on “Parasite Malaria Detection Using Smartphone Based Deep Learning Techniques”, Kala Sarovar, pp: 93-97, Vol-23 No.02(II), UGC Care Group-I, ISSN:0975-4520, July-September 2020.

83.Published a paper on “A robust blind oblivious video watermarking scheme using undecimated discrete wavelet transform”, Advances in Intelligent Systems and Computing, Springer series, pp.169-177,https://doi.org/10.1007/978-981-15-5400-1_17, Scopus indexed, Aug 2020.

84.Published a paper on “Hybrid IG and GA based Feature Selection Approach for Text Categorization”, Proceedings of the 4th International Conference on Electronics, Communication and Aerospace Technology, ICECA 2020, Scopus indexed, pp. 1606–1613, 9297468, 2020.

85.Published a paper on “An Encrypted key Exchange Protocol to Secure Communication among Fog Nodes and the Cloud”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-12, pp: 5193-5197, IF:5.56, Scopus indexed, ISSN: 2278-3075, October 2019.

86.Published a paper on “GSM Based Face Recognition using Pir Sensor on Raspberry Pi 3”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-12, pp: 329-332, IF:5.56, Scopus indexed, ISSN: 2278-3075, October 2019.

87.Published a paper on “Efficient image restoration methods for image recovery”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2S11, pp:3507-3511, Scopus indexed, ISSN: 2277-3878, September 2019.

88.Published a paper on “Improving efficiency in separating blood vessels from retinal images with deep learning techniques”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2S11, pp:3637-3640, Scopus indexed, ISSN: 2277-3878, September 2019.

89.Published a paper on “Moving Object Detection and Tracking under Different Occlusion Conditions in Video Sequences”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-11, pp: 2641-2647, IF:5.56, Scopus indexed, ISSN 2278-3075, September 2019.

90.Published a paper on “An efficient parallel and distributed algorithm on top of MapReduce”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-10, pp: 908-911, IF:5.56, Scopus index, ISSN 2278-3075, September 2019.

91.Published a paper on “A Secure Architecture of Design for Testability Structures”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2, Scopus indexed, pp: 2816-2820, IF:5.92, ISSN: 2277-3878, July 2019.

92.Published a paper on “Detection and Tracking of an Object in a Video Sequence Using Kalman Filter: A Survey”, International Journal for Research in Engineering Application & Management (IJREAM), UGC(64077), Vol-05, Issue-02, pp:218-225, ISSN: 2454-9150, May 2019.

93.Published a paper on “Medical Disease Prediction using Grey Wolf Optimization and Auto Encoder based Recurrent Neural Network”, Periodicals of Engineering and Natural Sciences (PEN), Scopus indexed, Volume 6, No.1, pp.229-240, June 2018.

94.Published a paper on “A Survey on Spatial Domain Image Enhancement Techniques”, International Journal for Research in Applied Science & Engineering Technology (IJRASET), Volume 6 Issue IV, IF: 4.895, SJ Impact Factor: 6.887, ISSN: 2321-9653, April 2018.

95.Published a paper on “Power Management on Multicore Processors Using Classification Algorithm”, International Journal of Computer Engineering and Applications (IJCEA), Volume XII, Issue II, pp: 27-48, ISSN 2321-3469, Google Scholar, UGC (44835), Feb 2018.

96.Published a paper on “A survey on Blind Facial Image Enhancement Techniques”, International Journal of Computer Sciences and Engineering (IJCSE), Volume 5, Issue 12, pp:57-63, IF:3.022, Google Scholar, Research Gate, ICI, UGC (63193), H-index:009, I10-Index:006, ISSN:2347-2693, Dec 2017.

97.Published a paper on “Image Decomposition and Restoration Model for Blurred Cartoon and Texture Images with Filtering Techniques”, International Journal of Electronics, Electrical and Computational System (IJEECS), Volume 6, Issue 11, pp:25-32, IF: 2.52, ISSN 2348-117X, Nov 2017.

98.Published a paper on “Fuzzy Based Texton Matrix with Shape Components for Texture Analysis and Texture Classification”, International Journal of Advanced Research in Basic Engineering Sciences and Technology (IJARBEST), Vol-2, Issue-22, ISSN: 2456-5717, April 2017.

99.Published a paper on “Orthogonal Wavelet Decomposition with multi-level thresholding for Image Enhancement”, International Journal of Advanced Research (IJAR), Vol-5, Issue-4, ISSN: 2320-5407, April 2017.

100.Published a paper on “An Efficient Image Steganography for Message Security”, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Vol-6, Issue-3, ISSN(On): 2319- 8753, ISSN(Pri): 2347 – 6710, March 2017.

101.Published a paper on “A survey on Top-K Query Search in XML Data”, International Journal of Professional Engineering Studies (IJPRES), Vol-7, Issue-1, September 2016.

102.Published a paper on “A Survey on Rank based Similarity Search using Rank Cover Tree”, International Journal of Professional Engineering Studies (IJPRES), Vol-7, Issue-1, September 2016.

103.Published a paper on “Spatial inverted index by using fast Nearest Neighbor search”, International Journal of Professional Engineering Studies (IJPRES), Vol-4, Issue-4, August 2016.

104.Published a paper on “A Novel Approach for Information Preserving Shape Representation by using Hit-or-Miss Operation”, International Journal on Computing, Communications and Systems (IJCCS), Vol-4, Issue-1, ISSN: 2277-6699, February 2015.

105.Published a paper on “Moment Based Object Classification from Shapes”, International Journal of Computer Applications (IJCA), Vol-109, Issue-5, Google Scholar, ISSN: 0975 – 8887, January 2015.

106.Published a paper on, “Performance measures for Image Fusion based on Top-hat transform and Wavelet transform”, International Journal of Smart Business and Technology (IJSBT), Vol-2, Issue-2, ISSN: 2288-8969, Google scholar, December 2014.

107.Published a paper on "WaSS: A Novel Hybrid Method for Object Recognition Using Wavelet based Statistical and Structural Approaches", International Journal for Computer Science Issues (IJCSI), Vol-11, Issue-4, ISSN: 1694-0814, Google scholar, July 2014.

108.Published a paper on “An efficient representation of Shape for object recognition and classification using Circular Shift Method”, International Journal of Scientific and Engineering Research, Vol-4, Issue-12, ISSN: 2229-5518, ESCI, Google scholar, Thomson Reuters, December 2013.

109.Published a paper on “Hiding Technique in Image processing Using DCT”, International Journal of Advanced Computing, Vol-2, 2010.

Conference Proceedings International

1. Presented a paper on “Analysis of Solar Power Generation Forecasting Using Machine Learning Techniques”, International Conference on Materials Processing and Characterization (ICMPC 2021), Springer series, 6th- 9th Oct 2021.

2. Presented a paper on “Novel Corona Virus Prediction and Transmission Analysis using Machine Learning Models”, International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2021), Springer series, 24th- 26th Sept 2021.

3. Presented a paper on “Survey Analysis of Solar Power Generation Forecasting”, International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2021), Springer series, 24th- 26th Sept 2021.

4. Presented a paper on “Deep Neural Network Model for Proficient Crop Yield Prediction”, International Conference on Materials Processing and Characterization (ICMPC 2021), Springer series, 6th- 9th Oct 2021.

5. Presented a paper on “Convolutional and Spiking Neural Network Models for Crop Yield Forecasting”, International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2021), Springer series, 24th- 26th Sept 2021.

6. Presented a paper on “Object Tracking Using Moderate Derivative Gain Kalman Filter”, 3rd International Conference on Sustainable Communication Networks and Application (ICSCN 2021), Springer series, 29th – 30th July 2021, DOI: 10.1007/978-981-16-6605-6_44.

7. Presented a paper on “An Efficient Smart phone based Parasite Malaria Detection with deep Neural Networks”, International Conference on International conference on Recent Trends & Technologies in Soft Computing (ICRTSC’20), 28th & 29th Sept 2020, ISBN: 978-93-5416-195-7.

8. Presented a paper on “An Optimization based Deep - LSTM Predictive Analytics for decision making in Cricket”, 2nd International Conference on Innovative Data Communication Technologies and Applications, ICIDCA – 20, 3rd to 4th September 2020.

9. Presented a paper on “Parasite Malaria Detection using Smartphone Based Deep Learning Techniques”, International Conference on Recent Trends in Computer Science & Information Technology, ICRCSIT – 20, 17th & 18th June 2020, ISBN No. 978-93-80831-66-4.

10. Presented a paper on “Integrating Custom Queuing strategy for enhancing security of a Packet Scheduling in Wireless Networks”, International Conference on Recent Trends in Computer Science & Information Technology, ICRCSIT – 20, 17th & 18th June 2020, ISBN No. 978-93-80831-66-4.

11. Presented a paper on “A comparative study on image restoration Approaches”, International Conference on Computational Intelligence and Data Engineering (ICCIDE-2019), Springer series, 4th-6th July 2019, ISBN - 978-1-5386-8113-8.

12. Presented a paper on “A survey on Segmentation Retinal Blood Vessels with deep learning methods”, International Conference on Computational Intelligence and Data Engineering (ICCIDE-2019), Springer series, 4th-6th July 2019, ISBN - 978-1-5386-8113-8.

13. Presented a paper on “A survey on Suicide Related Text Communication on Twitter”, International Conference on International Conference on Intelligent Computing and Control Systems, ICCS-2019, IEEE XPLORE, 15th -17th May 2019, ISBN - 978-1-5386-8113-8.

14. Presented a paper on “Cognitive Recognition of Heart Ailments using Fuzzy Logic on ECG samples”, International Conference on Intelligent Computing and Communication Technologies (ICICCT-2019), Springer series, Hyderabad, 9th to 11th January 2019.

15. Presented a paper on “Video Watermarking Fundamentals and Overview”, International Conference on Intelligent Computing and Communication Technologies (ICICCT-2019), Springer series, Hyderabad, 9th to 11th January 2019.

16. Presented a paper on “A Robust Roi Recognition Scheme Using Morphological Operations for Medical Image Watermarking”, International Conference on Intelligent Computing and Communication Technologies (ICICCT-2019), Springer series, Hyderabad, 9th to 11th January 2019.

17. Presented a paper on “Improving the Quality of Facial Image by Integrating Semantic Patches and Supervised Learning Approach”, International Conference on Intelligent Computing and Communication Technologies (ICICCT-2019), Springer series, Hyderabad, 9th to 11th January 2019.

18. Presented a paper on “Custom Queuing method for enhancing security of a packet scheduling process in Real time Networks”, International Conference on Latest Trends in Electronics and Communication (ICLTEC-2018), MREC, Hyderabad, 28th & 29th December 2018.

19. Presented a paper on “Image Decomposition and Restoration Model for Blurred Cartoon and Texture Images with Filtering Techniques”, International Conference on Science, Technology and Management (ICSTM 2017), IETE, Pune, Maharashtra, India, 12th Nov 2017, ISBN: 978-81-934288-7-0.

20. Presented a paper on “Texture Analysis and Classification using Fuzzy Based Texton Matrix with Shape Components”, International Conference on Recent Engineering and Technology (ICRET 2017), Matrusri Engineering College, Hyderabad, 7th April 2017, ISBN: 978-81-904760-9-6.

21. Presented a paper on “A Novel Approach for Information Preserving Shape Representation by using Hit-or-Miss Operation”, International Conference on Communications, Signal Processing, Computing and Information Technologies (ICCSPCIT-2014), Hyderabad, 26th – 27th December 2014, ISBN: 978-93-83038-27-5 and received best paper award.

22. Presented a paper on “Fuzzy based Texton Shape Matrix for Texture classification”, International Conference on Sustainability of Digital Libraries-2014 (ICSDL-2014) held at JNTUH, Hyderabad, 25th – 27th September 2014, ISBN-978-93-83635-33-7.

23. Presented a paper on “An efficient approach for improvement of packet scheduling algorithm to secure wireless networks”, International Conference on Sustainability of Digital Libraries-2014 (ICSDL-2014) held at JNTUH, Hyderabad, 25th – 27th September 2014, ISBN-978-93-83635-33-7.

24. Presented a paper on “Fuzzy Rule Based Edge Detection for Object and Texture Classification using Shape Matching”, International Conference on Advanced Computer Technologies and Developments (ICACTD-2014) held at Rajahmundry, 18th – 19th July 2014, ISBN 978-1-4276-5510-3.

National

1. Presented a paper on “A Survey on image filters in Image Restoration”, National Conference on Information Security (NCIS) on 26th-27th August-2015 at CBIT, Hyderabad.

2. Presented a paper on “Custom queuing method for improvement of Security-Aware Packet Scheduling Algorithm”, National Conference on Data Mining and Data Warehousing (NCDMDW) at MRCET, Hyderabad, December 2010.

3. Presented a paper on “Analyze the customer behavior from E-Commerce Data using Data Mining Technique”, National Conference on Distributed Computing (NCDC) at MRCET, Hyderabad, December2009.

Books Published

1.“Smart Explainable AI”, Kindle online publication, Namya publications, 2026.
2.“Agentic AI”, Kindle online publication, Namiya Publications, 2025.
3.“Programming and Data Structures” (I-B.Tech, Civil & Mech, SCDE, JNTUH), BSP Publications, 2010.

4.“C & Data Structure” (I-B.Tech, ECE & EEE, SCDE, JNTUH), BSP Publications, 2010.

COURSE (WORKSHOP/FDP) ATTENDED

1.Participated in one week FDP on “Data Visualization using Tableau”, at GRIET in association with Masranix Pvt.Ltd from 19-08-2024 to 24-08-2024.

2.Participated in one week FDP on “Generative AI & its applications”, at GRIET in association with Pantech Learning from 15-05-2024 to 20-05-2024.

3.Participated in one week FDP on “Power of Visualization in Analytics”, at BVRIT from 16 Aug 2023 to 21 Aug 2023.

4.Participated in one day FDP on “Unmanned Aerial Vehicles & Drones”,in-association with TCS, at GRIET on 26-Aug-2022.

5. Participated in one week FDP on “Technology Enabled Learning & Life Long Self Learning”, at GRIET from 13-09-2021 to 18-09-2021.

6.. Participated in one week FDP on “Instructional Planning and Delivery”, at GRIET from 23-08-2021 to 28-08-2021.

7. Participated in one week FDP on “Creative Problem Solving, Innovation & Meaningful R&D”, at GRIET from 16-08-2021 to 20-08-2021.

8. Participated in one week FDP on “Professional Ethics and Sustainability”, at GRIET from 10-08-2021 to 14-08-2021.

9. Participated in one week ATAL-FDP on “Artificial Intelligence impacts on Telemedicine”, at GRIET from 2-8-2021 to 6-8-2021.

10.Participated in one week FDP on “Communication Skills, Modes and Knowledge Dissemination”, at GRIET from 02-08-2021 to 06-08-2021.

11.Participated in one week FDP on “Orientation Towards Technical Education and Curriculum Aspects”, at GRIET from 26-07-2021 to 30-07-2021.

12. Participated in one week FDP on “FDP on Machine Learning”, organized by E&ICT Academy, IIT Kanpur from 19-07-2021 to 24-07-2021.

13. Participated in a four-day FDP on “Student Assessment and Evaluation”, at GRIET from 30-06-2021 to 03-07-2021.

14. Participated in one week FDP on “Research Areas in Artificial Intelligence & Machine Learning with Case Studies”, at GRIET from 14-06-2021 to 20-06-2021.

15. Participated in one week FDP on “Block chain Technology, AICTE Training And Learning (ATAL) Academy”, at JNTUA from 08-09-2020 to 12-09-2020.

16. Participated in one week workshop on “Women in Cyber security and privacy in 2020” organized by St.Martin’s Engineering College, Hyderabad, from 06-07-2020 to 10-07-2020.

17. Participated in one week FDP on “Online FDP on Emerging Research Trends in Computer Science”, at GRIET from 29-06-2020 to 04-07-2020.

18. Participated in one week FDP on “Advanced Data Science and its applications”, at BVRIT from 22-06-2020 to 26-06-2020.

19. Participated in one week FDP on “Applications of IOT “, at NITTTR, Chundighar from 16-06- 2020 to 20-06-2020.

20. Participated in one week FDP on “Moodle Learning Management System”, at JNTUCES from 10- 06-2020 to 15-06-2020.

21. Participated in one week FDP on “AI for Robotics”, at GRIET from 28-05-2020 to 03-06-2020.

22. Participated in a two day workshop on “Block Chain Technology” organized by KMIT, Hyderabad, from 12/06/2020 to 13/06/2020.

23. Participated in one week FDP on “Cyber Security”, at GNITS from 28/5/2020 to 1/6/2020.

24. Participated in one week FDP on “Artificial Intelligence”, at BVRIT from 22-05-2020 to 26-05- 2020.

25. Participated in three days FDP on “Data Analytics for Modern Research”, from 21-05-2020 to 23- 05-2020 at GRIET.

26. Participated in one week FDP on “Big Data Tools”, at St.Martins Engineering College, from 18- 05-2020 to 23-05-2020.

27. Participated in one week FDP on “AICTE Margdarshan FDP on Art of Writing Papers and Research Methodologies” from 07-05-2020 to 13-05-2020.

28. Participated in a two day workshop on “Online Tools & Software for Remote Teaching – Learning” organized by UGC-HRDC, JNTUH from 24th & 25th April 2020.

29. Participated in a three day workshop on “Applications of Deep Learning for Signal and Image Processing using Python” at GRIET from 10th – 12th December 2019.

30. Participated in one week FDP on “Big Data Analytics and Machine Learning Applications with PySpark”, from 2nd to 6th Dec 2019.

31. Participated in a two day workshop on “Digital Learning through Web & Cloud Apps” From 28th to 29th August 2019 at GRIET.

32. Participated in a three day workshop on “Machine Learning and Its Applications” at Vasavi College of Engineering from 28th to 30th November 2018.

33. Participated in one day workshop on “Design Thinking” at GRIET on 8th November 2018.

34. Participated in 5 day Faculty Development Program on “Data Science and Big Data Analytics” conducted by ICT Academy in association with DELL from 10th to 15th, September 2018 at GRIET.

35. Participated in one day Business Conference titled “Annual Business Analyst Conference (IIBA) 2018” at GNITS, on 1st September 2018.

36. Participated in a three-day workshop on “Artificial Intelligence and Deep Learning” at SREC, Warangal from 17th to 19th June 2018.

37. Participated in one week FDP on “Machine Learning for Industrial Applications” at CYIENT Ltd. in association with IBM & Smart Bride, from 11th to 15th June 2018.

38. Participated in a two day workshop, Boot Camp on “Machine Learning and Big Data Analytics” at CMRIT from 7th to 8th May 2018.

39. Participated in one day workshop on “Data Science using Python” at GRIET on 5th January 2018.

40. Participated in One Week National Level Faculty Development Program on “Data Science and Big Data Analytics” conducted by GRIET in association with NIT-Warangal from 4th- 6th & 11th-13th November 2016.

41. Participated in 3 weeks Workshop on “Learning Business Intelligence using IBM Cognos” at GRIET in association with IBM, from 28th Dec 2015 – 1st Jan 2016, 6th - 10th Jan 2016, 15th - 19th Feb 2016.

42. Participated in 2 weeks course on “Open Source Software through TEL by Spoken Tutorials” at IT Dept, GRIET in association with IIT Bombay from 6th to 17th September 2016.

43. Participated in four Week workshop on “Use of ICT in Education for Online and Blended learning” conducted by IIT Bombay at GRIET, Hyderabad from 2nd May to 10th July 2016.

44. Participated in a two-day workshop on “Network Simulation using NS-2”, at IT Dept., GRIET (under TEQIP), from 8th to 9th Jan 2016.

45. Participated in a two-day FDP on “Current Research Trends in Computer Science” at GRIET from 18th to 19th December 2015.

46. Participated in a two-day FDP on “Internet of Things (IoT) and its Applications” at GRIET from 4th to 5th December 2015.

47. Participated in one Week workshop on “Guide to a Passionate Teacher” conducted by GRIET, Hyderabad from 29th June to 4th July 2015.

48. Participated in two Week ISTE workshop on “Computer Networking” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 28th May to 29th June 2014, 30th June to 5th July 2014.

49. Participated in Two Week ISTE workshop on “Database Management Systems” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 21st to 31st May 2013.

50. Participated in Two Week ISTE workshop on “Introduction to Research Methodologies” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 25th June to 4th July 2012.

51. Participated in one Week FDP on “Soft Computing and Machine learning” conducted by GRIET, Hyderabad from 3rd to 8th March 2014.

52. Participated in a three day FDP on “J2ME” at GRIET from 18th to 20th February 2013.

53. Participated in a three day FDP on “System Software Development” at GRIET from 21st to 23rd February 2013.

54. Participated in a two day FDP on “Android Application Development” at GRIET from 27th to 28th February 2013.

55. Participated in a three day FDP on “Java Programming” at GRIET from 29th to 31st January 2013.

56. Participated in a two day workshop, “Computational Methods-Emphasis on Programming Skills & C Language” at GRIET from 28th to 29th August 2012.

57. Participated in a three day workshop, “Mobile Application Development using J2ME and Android” at JNTUH in collaboration with CDAC, at JNTUH, Hyderabad from 15th to 17th March 2012.

      Memberships

1. Life Member of CSI
2. Life Member of ISTE
3. IEEE Membership

      Professional Work

EVENTS ORGANIZED

1.Organized a one week FDP on “Full Stack with Agentic AI” as a Convener at GRIET in association with Ditto Security from 05-01-2026 to 05-01-2026.

2.Organized a three-day workshop on “AGENTIC AI” as a Convener at GRIET in association with Ditto Security from 08-10-2025 to 10-10-2025

3.Organized a one-week workshop on “Big Data and AI Synergy” as a Convener at GRIET in association with Tech Mahindra from 21-04-2025 to 26-04-2025.

4.Organized a one-week workshop on “Hyperledger and Hedera Certification workshop” as a Convener at GRIET in association with IDS from 3-3-2025 to 7-3-2025.

5.Organized a one-week workshop on “Building Web Development Solutions with Cloud Computing” as a Convener at GRIET by Edunet Foundation from 20-01-2025 to 24-01-2025.

6.Organized a Three-week National Level Short Term Training on “Java Full Stack with React JS & AI” as a Convener at GRIET in-association with Brain O Vision from 02-12-2024 to 22-12-2024.

7.Organized a one-week FDP on “Data Visualization using Tableau” as a Convener at GRIET in association with Masranix Pvt.Ltd from 19-08-2024 to 24-08-2024.

8.Organized a 3 days workshop on “Unveiling the power of Generative AI” & Hackathon “Gen-AI Challenge” as a Convener at GRIET in association with Global Knowledge Technologies from 20-06-2024 to 22-06-2024.

9.Organized a one-week FDP on “Generative AI & its applications” as a Convener at GRIET in association with Pantech eLearning from 15-05-2024 to 20-05-2024.

10.Organized Annual Day on 16-03-2024 as a convenor.

11.Organized a one-week workshop on “Software Engineering” as a Convener at GRIET from 17th Nov 2022.

12.Organized a 3-day hands-on workshop on “Big Data Analytics” as a Convener at GRIET from 23rd to 25th Feb 2023.

13.Organized one week FDP on “NITTT MODULE5-Technology Enabled Learning and Life Long Self Learning”, at GRIET from 13 Sept 2021 to 18 Sept 2021.

14.Organized one week FDP on “Big Data Analytics and Machine Learning Applications with PySpark” at GRIET from 02 Dec to 06 Dec 2019.

15.Organized one week “Big Data Analytics” Training Program for III B.Tech. CSE students as a coordinator, at GRIET from 22nd to 26th Feb 2019.

16. Organized “Data Science” Training Program for III B.Tech. CSE students as a coordinator, at GRIET in association with Xenon Stack, Chundigarh from 23rd July 2018 to 15th Sept 2018 (8 weeks).

17. Organized Springer International conference on “Wireless Sensor Netwoks, Ubiquitous Computing and Applications (ICWSNUCA-2018)” in GRIET from 24th to 25th August 2018.

18. Organized a two-day workshop on “Introduction to Machine Learning” as a coordinator at GRIET in association with IIT, Kharagpur from 16th to 17th Dec 2017.

19. Organized One Week National Level Faculty Development Programme in Association with NIT Warangal on “Data Science and Big Data Analytics” as a Co-coordinator at GRIET, Hyderabad from 4th- 6th & 11th-13th November 2016.

20. Organizer for Annual Day event held at GRIET, 2015-16.

21. Organized a two-day FDP on “Current Research Trends In Computer Science” as a member, at CSE, GRIET from 18th to 19th December 2015.

22. Organized one week FDP on “Guide to Passionate Teacher” as a CSE Coordinator at Career and Counseling Dept., GRIET from 29th June 2015 to 4th July 2015.

23. Organized a two day National Level Conference on “Emerging Trends of Computing Technologies” as a member at GRIET from 18th to 19th March 2013.

24. Organized a three day FDP on “System Software Development” as a member at GRIET from 21st to 23rd February 2013.

25. Organized Departmental Guest Lectures with Experts from Corporate and Universities.

Certification Courses

1. Received Project Drona 2.0 award in Generative AI domain from Infosys Springboard on 20th June 2026.

2. Received Project Drona award for completion of 15 certification courses in AI&ML domain from Infosys Springboard on 9th Oct 2024

3. Certified on “Java EE 5 Web Component Developer (OCWCD)” course, 25th April 2014.

4. Certified on “Java 6 SE Programmer (OCJP)” course, 24th July 2013.

5. Obtained NPTEL certificate for “Cloud Computing” course and got top 5% score.

6. Obtained NPTEL certificate for “Introduction to Machine Learning” (Elite Certificate).

7. Obtained NPTEL certificate for “Big Data Computing” (Elite Certificate).

8. Obtained NPTEL certificate for “Introduction to Internet of Things” (Elite Certificate).

9. Obtained NPTEL certificate for “User-centric Computing for Human-Computer Interaction” (Elite Certificate).

10. Obtained SimpliLearn certificates for 5 Courses in latest technology.

11. Obtained Coursera certificates for 7 Courses in current trending technological courses.

RESOURCE PERSON

1. Delivered a session on “Effective Question paper Design” in a one-week Faculty Induction Programme held at GRIET from 9th March 2025 to 15th March 2025.

2. Delivered 6 sessions on “Python Programming for Ganges Valley Students” at AIML Department, GRIET, Hyderabad on 28th June 2024 to 23rd August 2024. (8 weeks).

3. Delivered a session on “AI in Healthcare Applications” in a one-day National Conference held at JNTUH on 30th June 2024.

4. Delivered a session on “OBE based Question paper setting Methodology” in a one-week Faculty Induction Programme held at GRIET from 10th June 2024 to 15th June 2024.

5. Delivered 6 sessions on “Python Programming” at Indoor Classes for STCPCs (IT&C), Police Training Academy, Begumpet, Hyderabad on 7th June 2024 & 13th June 2024.

6. Session Chair in a 3-day International Conference on Data Acquisition Processing and Communication, DAPCom-2024, MVSR Engineering College from 29-02-2024 to 2-3-2024.

7. Session Chair in a 3-day International Conference on Data Acquisition Processing and Communication, ICMED-2023, at GRIET from 30-11-2023 to 2-12-2023.

8. Delivered a session on “OBE Based Question paper setting (using Blooms Taxonomy)” in a one-week Faculty Induction Programme held at GRIET on 6th May 2023.

9. Delivered 3 sessions on “Python Programming” at Indoor Classes on Advanced Communication Theory- TSPITCO, TSPA, Hyderabad on 30th March 2023.

10. JNTUH SCM Selection Committee panel member for faculty selections held on 12/8/2022 and 13/8/2022.

11. Delivered a session on “Question paper setting using Blooms Taxonomy” in a one week Faculty Induction Programme held at GRIET from 4th July 2022 to 9th July 2022.

12. Delivered a session on “Tools and Resources for creating Technology Based Learning Environment” in a one week FDP on NITTTR Molule5 - Technology Enabled Learning and Life Long Self Learning held at GRIET from 13 Sept 2021 to 18 Sept 2021.

13. Delivered 4 sessions on “Basic concepts of Python Programming” in Telangana Police Training Classes, held at GRIET & TSPA, Hyderabad, 18th and 20th August 2020.

14. Delivered a session on “Machine Learning Applications using Python Programming” in a one week Online FDP on Emerging Research Trends in Computer Science organized by CSE, GRIET from 29-06-2020