staff list

• DOB : 23^rd December 1980 ; Nationality :Indian

• Present Address: No: G-1, A-Type Staff Quarters, JNTUK-University College of Engineering Vizianagaram, Dwarapudi (Post.), Vizianagaram-535003.

• PhD in Computer Science and Engineering at Gitam University.
• M.Tech (Computer Science and Technology), Andhra University, Visakhapatnam.
• B.Tech (Computer Science and Engineering) SGIET, JNTU University, Hyderabad.

Technical Qualifications:

1. Undergone 30 Days Training “Deep Learning Masterclass” from 11.2022 to 11.12.2022 Pantech E-Learning with certificate no: PS-APSSDCDLPART59854.
2. Completed internship project on 24th November 2020. The project is a part of ExcelR & APSSDC Faculty Development Program held from June1st, 2020 to June 30th, 2020.
3. CERTIFICATE OF INTERNSHIP- ExcelR & APSSDC Faculty Development Program held from June1st, 2020 to June 30th, 2020.
4. Undergone 30 Days Training “PYTHON FULL STACK 2.0 Masterclass Program”from 28.02.2023 to 29.03.2023 Pantech E-Learning with certificate no: Pan-PART-PFSMC-3673.
5. Undergone Training on Google Android Development by Google.
6. Undergone Training on IBM Certified Associate Developer by IBM, IBM
7. Certified “Object Oriented Analysis and Design using UML with Rational Rose &RUP”, IBM

Professional Memberships:

• Member IEEE
• Senior Member in IEI

Reviewer:

• Reviewer for Inderscience Journals

Areas of Interest:

1. Data /web/Text Mining/NLP
2. Machine Learning/Deep Learning/ANN/CNN/Generative AI
3. Soft Computing Techniques, Computational Intelligence
4. Pattern Recognition and Computer Vision

Teaching Interest:

          Design And Analysis of Algorithms, Artificial Intelligence, Database Management Systems, Theory of Computation, Computer Networks, Cryptography & Network Security, Image Processing, Software Engineering, Operating Systems, Web Technologies, C and Data Structures, Advanced Java for Web Technologies, Information Retrieval Systems. Advanced Data Structures, Artificial Neural Networks.

• Member BOS, Department of CSE, JNTUK University.
• Member BOS, Department of Information Technology, JNTUGV-CEV.
• University Nominee as Member BOS,VIEW - Department of Information Technology.
• University Nominee as Member BOS, VIET - Department of MCA.
• University Nominee as Member BOS,DIET - Department of Data Science.
• Member BOS,Lendi - Department of CSSE.
• HoD, Department of Information Technology, JNTUGV-CEV.
• Mid Exam Coordinator, Department of Information Technology, JNTUGV-CEV.
• Governing Body Member for Baba Institute of Technology, Visakhapatnam.
• Member Women’s Empowerment and Grievance Cell, JNTUGV-CEV.
• NBA Co-Ordinator, Department of Information Technology, JNTUGV-CEV.
• NAAC Co-Ordinator, Department of Information Technology, JNTUGV-CEV.
• Result Committee University Nominee for Raghu Engineering College, JNTUGV.
• Coordinator Equal Opportunity cell,JNTUGV
• Presently holding administrative position as Officer Incharge Examinations from 4^th January 2020 at JNTUK, University College Engineering Vizianagaram, Vizianagaram Campus.
• Presently Member BOS, Department of CSE & IT, JNTUK University from September 2019 to till date at JNTUK, University Kakinada.
• Presently Member BOS, Department of  IT , JNTUK, University from 2017 to till date at JNTUK, University College Engineering Vizianagaram, Vizianagaram Campus.
• Successfully completed the tenure as APSSDC-Skill development Co-Ordinator from 4^th Sept 2016-4^th Jan2019  at JNTUK, University College Engineering Vizianagaram, Vizianagaram Campus . 
• Successfully completed the tenure as Deputy Warden, Girls Hostel from 4^th Mar 2013-4^th June 2015 at JNTUK, University College Engineering Vizianagaram, Vizianagaram Campus .

Administrative Service  Institution/Department level:

• Time Table Incharge, Department of Information Technology, JNTUK-UCEV.
• Governing Body Member for Baba Institute of Technology, Visakhapatnam.
• Member Women’s Empowerment and Grievance Cell, JNTUK- UCEV.
• Class Teacher for Second year, Department of Information Technology, JNTUK-UCEV.
• NBA Co-Ordinator, Department of Information Technology, JNTUK-UCEV.
• Member BOS, Department of Information Technology, JNTUK-UCEV

Successfully completed the tenure as:

• System Administrator, Department of Information Technology, JNTUK-UCEV.
• Class Teacher for Second year, Department of Information Technology, JNTUK-UCEV.
• Project coordinator, Department of Information Technology, JNTUK-UCEV
• Mid Exam coordinator, Department of Information Technology, JNTUK-UCEV
• Class Teacher for final year, Department of Information Technology, JNTUK-UCEV
• Technical Committee Member for CAMPUS WIDE NETWORK, JNTUK-UCEV.

• Member of Department Committee, Department of CSE, Gitam College of Engg. , 2006-Jan 2013.
• Feedback in charge, Gitam College of Engg. ,Visakhapatnam.
• Member BOS UG & PG, Department of CSE, GIT,GITAM University.
• Member of Vigilance Committee, GIT,GITAM University.
• Member Anti ragging Committee, GIT,GITAM University.
• Member of Proctorial, GIT,GITAM University.
• Department Coordinator for ALUMNI, Department of CSE, GIT,GITAM University.
• Department Coordinator for Procurement for TEQIP, Department of CSE, GIT,GITAM University.
• Department Coordinator for feedback in charge, Department of CSE, GIT,GITAM University.
• Lab Incharge, Web Technologies Lab, Department of CSE, GIT,GITAM University.
• Member Academic Monitoring Committee, Department of CSE from  2008-2012, GIT,GITAM University.
• Ladies Hostel Coordinator , Department of CSE ,GIT, GITAM University during 2008-12 .
• Student Coordinator, Department of CSE GIT ,GU,2010-Jan 2013
• Class Teacher, Department of CSE ,GIT, GITAM University.
• Mid Exam Co-Ordinator, Department of CSE GIT ,GU.

1. Data Mining/Web/Text Mining

2. Machine Learning/Deep learning/ANN

3. Pattern Recognition and Computer Vision

4. Soft Computing Techniques, Computational Intelligence

Focused on key areas in AI, machine learning, and computer vision, exploring topics such as the research aspects of machine learning, practical implementation using Python programming, and the future-shaping potential of deep learning and machine vision. My work mainly delved into the evolving role of computer vision in the AI landscape, highlighting the synergy between machine learning and visual perception in AI advancements. Additionally, examined the cutting edge progress in deep learning, machine learning, and computer vision, and discussed how these technologies are poised to transform the future, aligning
with the latest trends in computer science and AI development.

Deep Neural Networks: Present years are the exciting times for handwritten character recognition in the fields of Image Processing, Pattern Recognition and Computer Vision. Handwritten character recognition using Deep Convolutional Neural Networks is a new era. There are various techniques available for handwritten recognition of characters, depending on hand-designed features. I am concentrating on designing a systematic method to recognize both offline and online Telugu handwritten characters with residual learning framework called ResNet-18, ResNet-34, and ResNet-50. A residual learning network is a concept of deeper neural networks where the training of the data in more effective. ResNet enables building very deep networks by addressing the vanishing gradient problem that occurs in deep convolutional neural networks.

Detection of Spam images using Machine Learning and DeepCNN: Recently, Hackers and spammers employs innovative and novel practices to mislead novice and even knowledgeable internet users. Image spam is one of such technique where the spammers change a little portion of the image such that it is impossible to differentiate from the original image fooling the users. I am concentrating on machine learning techniques like Principal Component Analysis (PCA), Support Vector Machines (SVM) for detecting spam images. Moreover my aim is to develop a robust and efficient approach for image spam detection using DeepCNN.

Working with Decision Support Systems like AHP, MCDM, SAW, Grey Clustering etc.

 Smart Cities selection with MCDM Methods: Since the globalization and liberalization of the Indian economy in the '90s, Indian cities have seen accelerated economic and social growth, which has attracted more and more people from all parts of the country. As a result, urban India is now grappling with issues like overpopulation and strained infrastructure, which have affected the quality of life. We believe the time has come for India to leverage the existing technological tools to develop new smart cities and transform existing ones, and unleash their true potential as centres of opportunity. Growth achieved by cities is linked to their ability to address issues related to urbanization and associated social, environmental and economic issues in a holistic manner, while making the most of future opportunities. The smart city concept can be looked upon as a framework for implementing this vision of advanced and modern urbanization. According to the Smart Cities Mission statement, such urban areas must feature all core infrastructure required for citizens to have a decent quality of life and a sustainable environmental footprint, which includes assured water and  electricity supplies, efficient sanitation, solid waste management and public transport, adequate healthcare and education facilities and affordable housing, along with robust information technology connectivity for citizen participation in community matters and improved local governance.   My aim is to focus on identifying the cities is one of the important decisions to be made because of its growth and conditions. This decision requires the selection of the city as smart city with different criteria which are specified above, handled with the Multiple Criteria Decision Making (MCDM) methods.

Intrusion Detection System: An Intrusion Detection System (IDS) is a network security technology originally built for detecting vulnerability exploits against a target application or computer. Modern networked business environments require a high level of security to ensure safe and trusted communication of information between various organizations. It acts as an adaptable safeguard technology for system security after traditional technologies fail. Cyber attacks will only become more sophisticated, so it is important that protection technologies adapt along with their threats. My research mainly focus on significant Machine Learning algorithms like J48, Random Forest, Decision Tree, MLP, Naive Bayes, and Bayes Network and Dealing with meta-heuristic algorithm and different performance metrics  in order to enhance the detection rate of the intrusion detection system.

My current research and development activities are focused on harnessing advanced computational techniques and artificial intelligence to solve complex problems across various domains. One of the primary areas of my research is in the application of deep learning methodologies, particularly convolutional neural networks (CNNs) and recurrent neural networks (RNNs), for image processing and pattern recognition. I am working on developing sophisticated models for medical image segmentation, where techniques like UNet variants and transformers are used to improve accuracy in 3D medical image segmentation. Additionally, my research includes enhancing medical image retrieval and classification using optimized local directional Weber patterns combined with faster region convolutional neural networks. In the domain of currency recognition, my research is focused on developing robust models for currency classification and fake currency detection. This involves employing state-of-the-art deep learning models such as EfficientNet and MobileNet. I am also exploring the integration of multi-fusion techniques and inception models to enhance the detection accuracy and reliability of these systems.

        Another significant area of my research is in the evaluation and analysis of websites. I am utilizing grey clustering theory combined with the Analytical Hierarchy Process (AHP) and COPRAS-G methods to assess website quality and performance. This research aims to provide a comprehensive framework for selecting the best websites based on multiple criteria and improving user experience through better design and functionality. I am also delving into user behaviour analysis through web usage mining and grey relational pattern analysis with Markov chains. This research focuses on understanding and predicting user navigation behaviour on websites, which can help in optimizing web design and improving user engagement.

      In the field of decision-making in medical sciences, I am developing fuzzy expert systems and utilizing grey relational analysis combined with Dempster-Shafer theory to aid in medical diagnoses and treatment planning. This includes analyzing prostate cancer risk and heart disease detection using various classification techniques. Lastly, I am involved in predictive analytics, focusing on key performance indicators in social media. By employing deep learning techniques, I aim to uncover valuable insights and trends that can help in strategic decision-making and improving social media engagement. These diverse research activities reflect my commitment to advancing the field of artificial intelligence and its applications, driving innovation, and solving real-world problems through cutting-edge technology.

1. Authored a Text Book “Problem Solving and Python Programming” Professional Publishers ,ISBN: 978-819087932-3 in the year 2024.
2. Authored a Text Book “Object Oriented Programming” Professional Publishers,ISBN : 9788190878470 in the year 2024.
3. Authored a Text Book “Predicting & Analyzing the Web User Navigational Behavior”, Lambert academic publishing 978-620-6-16696-2 in the year 2023.

1.Machine Learning(UG)

2.Softcomputing & Neural Networks(PG)

3.Information Retrieval Systems(PG & UG)

4.Formal Languages and Automata theory(UG)

5.Data Structures and Advanced Data Structures(UG)

6.Artificial Neural networks(UG)

7.Artificial Intelligence(UG)

8.Data Base Management Systems(PG & UG)

9.C Programming Language(UG)

10.R Programming Language(PG)

11.Operating Syatems (UG)

12.Advanced Java Programming & Advanced Java and Web Technologies(PG & UG)

Areas of Interest:
a. Data /web/Text Mining/NLP
b. Machine Learning/Deep Learning/ANN/CNN/Generative AI
c. Soft Computing Techniques, Computational Intelligence
d. Pattern Recognition and Computer Vision

Teaching Interest:
Design And Analysis of Algorithms, Artificial Intelligence, Database Management Systems, Theory of Computation, Computer Networks,
Cryptography & Network Security, Image Processing, Software Engineering,Operating Systems, Web Technologies, C and Data Structures, Advanced Java
for Web Technologies, Information Retrieval Systems. Advanced Data Structures, Artificial Neural Networks.

https://orcid.org/0000-0003-3801-316

Scopus Author ID: 57200087542

Professional Memberships:-

• Member IEEE
• Senior Member in IEI

Reviewer

• Reviewer for Inderscience Journals

1. As a Student Coordinator conducted various student events .
2. Served as a member of conference committee for organizing 95th Annual Conference of “The Indian Economic Association” GITAM University,Visakhapatnam during 27-29 December 2012.
3. Organizing Committee Member for “Recent Research Trends in Computer Science and Information Technology-2013” 21st and 22nd June, 2013.
4. Organizing Committee Member for A Two day National Workshop on “Pattern Recognition & It’s Applications” at JNTUK-University College of Engineering Vizianagaram, during 19th and 20th March, 2014.
5. Organizing Committee Member for A Two day National Conference on Emerging Technologies in Computer Science – 2014 (NCETCS’14) at JNTUK University College of Engineering Vizianagaram, during 28th and 29th March,
2014.
6. Organizing Committee Member for A Two day National Technical Symposium on “CREAZIONE-2K14”, at JNTUK-University College of Engineering Vizianagaram, during 04th and 05th April, 2014.
7. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K16
8. Organizing Committee Member for A Two Day Interdepartmental and International Workshop on “IoT and its Applications in the Fields of Engineering” 24th -25th March 2017.
9. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K17.
10. Co-Ordinator for One week workshop on “R-Programming with R-Studio” in Two Day National Workshop on Programming with R (NWPR-17) during 6th and 7th July, 2017 at JNTUK- University College of Engineering Vizianagaram.
11. Co-Ordinator for One week workshop on “Research Trends in Machine Learning (RTML-17)” during (October 09th -11th, 2017 & November 16th-18th, 2017) at
JNTUK- University College of Engineering Vizianagaram.
12. Organizing Committee Member for Two Day Interdepartmental and International Workshop on “IoT and its Applications in the Fields of Engineering” 24th -25th March 2017.
13. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K18.
14. Co-Ordinator for One week workshop on “Block chain technologies” during (May27th -31th, 2020) at JNTUK- University College of Engineering Vizianagaram.
15. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K19

16. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K22
17. Co-Ordinator for A Two Day national level technical symposium ITYUKTA-2K23
18. Organizing Committee Member for Two Day national level technical symposium ITYUKTA-2K18
19. Organizing Committee Member for Two Day national level technical symposium ITYUKTA-2K20
20. Organizing Committee Member for Two Day national level technical symposium ITYUKTA-2K22
21. Organizing Committee Member for Two Day national level technical symposium ITYUKTA-2K24

Guest / Invited Lectures Delivered:
1. Reviewer for the 5th International Conference on Energy, Control, Computing and Electronics Systems (ICECCES 2024),March 2024 , School of Engineering, Mohan Babu University, Tirupati-517 102, Andhra Pradesh, India.
2. Session Chair for the 5th International Conference on Energy, Control,Computing and Electronics Systems (ICECCES 2024), March 2024,School of Engineering, Mohan Babu University, Tirupati-517 102, Andhra Pradesh, India.
3. As a Resource Person delivered Guest Lecture on “Research Aspects of Machine Learning” 13th April-2024 at Avanthi's Research & Technological Academy Basavapalem (V), Boghapuram (M), Vizianagaram Dist, AP
4. As a Resource Person delivered Guest Lecture on “Deep Learning and Beyond: Shaping the Future of Technology with Machine Vision” 8th April2023,Department of CSE and CSM Avanthi Institute of Engineering and Technology (P),Bhogapuram (M), Near Tagarapuvalasa.
5. As a Resource Person delivered Guest Lecture on “Seeing is Believing: The Role of Computer Vision in AI Evolution” on 8th October-2022,Department of CSE Dadi Institute of Engineering & Technology 
6. As a Resource Person delivered Guest Lecture on “The Power of Perception :Machine Learning and Vision in the Age of AI” on 9th July-2022 Department of CSE,Avanthi Institute of Engineering and Technology, Cherukupally (P),Bhogapuram (M), Near Tagarapuvalasa, NH16, Kotabhogapuram, Andhra
   Pradesh.
7. As a Resource Person Delivered Guest Lecture on “AI Unleashed: Transforming the Future with Deep Learning and Computer Vision” on 9th April2022,Department of CSE,Avanthi's Research & Technological Academy,Basavapalem (V), Boghapuram (M), Vizianagaram Dist, AP
8. As a Resource Person delivered Guest Lecture on “Intellectual Property Rights & IP Management for Startup” on 25th April-2024 ,Department of CSE ,Dadi Institute of Engineering & Technology
9. As a Resource Person delivered Guest Lecture on “Intelligent Machines: Advances in Deep Learning, Machine Learning, and Computer Vision” on 11th Dec- 2021 at Avanthi's Research & Technological Academy,Basavapalem (V), Boghapuram (M), Vizianagaram Dist, AP
10.As a Resource Person delivered Guest Lecture on” AI Meets the Future: Evolving Trends in Machine Learning, Deep Learning, and Computer Science” on 9th Oct2021 Department of CSE Avanthi Institute of Engineering and
   Technology, Cherukupally (P),Bhogapuram (M), Near Tagarapuvalasa
11. As a Resource Person delivered Lecture on titled “R-Programming with R-Studio” in Two Day National Workshop on Programming with R (NWPR-17) during 6th and 7th July, 2017 at JNTUK- University College of Engineering Vizianagaram.
12. As a Resource Person delivered lectures on titled “Working with data- Data exploration and visualization; Statistical and Descriptive statistical Analysis etc.”in One week workshop on “Research Trends in Machine Learning (RTML-17)” during (October 09th -11th, 2017 & November 16th-18th, 2017) at JNTUKUniversity College of Engineering Vizianagaram.
13. As a Resource Person delivered lectures on titled “Text Analytics & Biometric Security” in Cyber Security open Source Network R & Latex by APHRDI January, 2018.
14. As a Resource Person delivered lectures on titled “Digitalization of Public Services – Opportunities and Challenges” in Cyber Security open Source Network R & Latex by APHRDI January, 2018.
15. Delivered an Expert Talk on "Machine Learning and its Applications" on 17th Sep 2018 at Valedictory of DCBS 2K18 Android Workshop in Dadi Institute of Engineering & Technology (DIET), Visakhapatnam.
16. Acted as a Resource Person for the “ Machine Learning Workshop” on 5th and 6th March 2018 at Department of Information Technology , JNTUK-UCEV.
17. Acted as a Resource Person for the “ Data Science Workshop” at Department of Information Technology , JNTUK-UCEV.
18. Acted as a Resource Person for the “ Machine learning with data analytics” on 5th and 6th March 2022 at Department of Information Technology , JNTGV-CEV.
19. Acted as a Resource Person for the “ Data Analytics And Visualization” on 17th and 18th March 2023 at Department of Information Technology JNTGV-CEV.
20. Acted as a Resource Person for the “Emotion Recognition using deep learning ”at Department of Information Technology , JNTGV-CEV.
21. As a Resource Person delivered lectures titled “Introduction to ARTIFICIAL Intelligence and its Recent Trends” as a part of FDP in the Department of CSE,JNTUK-Kakinada.

Participation in Workshops/Seminars/FDP:
1. Participated in a National workshop on “Search and Mining Engines and Their Applications (NAWOSMEA-2006)”9th to 13th June, 2006. Department of Computer Science & Engineering, COE, GITAM.
2. Participated in Orientation Program for teachers 16-18 November 2006 in association with ASC, AU at COE,GITAM Visakhapatnam.
3. Participated in one day national seminar on “Data Warehousing & Mining and Web Technologies Through J2EE”. 14-10-2008 Gokula Krishna College of Engineering.
4. Participated in a FDP on “Data Warehousing & OLAP Tools Under TEQIP ” 22nd -27th September, 2008 Department of Computer Science & Engineering, NIT, WARANGAL.
5. Participated in a FDP on “Instructional Design and delivery system”GIT ,GU,15th to 20thDecember 2008. National Institute of Technical Teachers Training & Research, Chennai.
6. Participated in a “IBM Certified Associate DB9 fundamentals” rational Application developer for web sphere softwareV6.0 at GIT, GU September 30,2009.IBM
7. Participated in a “IBM Certified Object oriented analysis and design using UML with Rational Rose & RUP” ,8th-10th October 2009.IBM
8. Participated in International Conference On Arts, Science, Management And Engineering,23rd - 25thapril 2009,Goa.cogent International conference.
9. Participated in International conference on Coalescence of computer science and biotechnology,16th -17th feb 2009 Sankethikavidyalayam, International (OMICS online)
10. Participated in a FDP on “Data Warehousing & OLAP Tools Under TEQIP ”22nd - 27th September, 2011 Department of Computer Science & Engineering, NIT, WARANGAL
11. Participated in a “IBM Certified Associate Developer” rational Application developer for web sphere softwareV6.0at GIT, GU 10th to 15th May 2012.IBM
12. Participated in a FDP on “Instructional Design and delivery system”GIT ,GU 15th to 20thDecember 2011. National Institute of Technical Teachers Training & Research, Chennai.
13. Participated in a national conference on “ data modeling, image analysis and pattern recognition” by computer Science & engineering, GIT ,GU–during 30th Sept to 1st October , 2011
14. Participated in a certified course on “ object oriented analysis and design using UML with Rational Rose and RUP” by IBM-during 8th October to 10th October , 2011.
15. Participated in a one day workshop on Outcome Based Engineering Education, 17-02-2013, UCEV, Vzm
16. Participated in a FDP on “ digital image processing applications in computer science with Mat lab” by department of computer Science & engineering, GIT ,GU–during 20-07-2012 to 21-07-2012
17. Participated in a Mission 10X workshop at GIT, GU–15th to 19th May 2012. WIPRO
18. Participated in a Mission 10X workshop at GIT, GU–26th to 30th March 2012.WIPRO
19. Served as a member of conference committee for organizing 95th Annual Conference of “The Indian Economic Association” GITAM University, Visakhapatnam during 27-29 December 2012.
20. Participated in a two day National seminar on soft computing organised by computer Science & engineering, GIT ,GU–during 22nd and 23rd March, 2013
21. Participated in a two day National Workshop on “Pattern Recognition & It’s Applications” at JNTUK-University College of Engineering Vizianagaram, during 19th and 20th March, 2014.
22. Participated in a two day National Workshop on “Recent Research Trends In Computer Science And Information Technology”conducted on 21st & 22nd June  2013at University College of Engineering Vizianagaram, JNTU Kakinada.
23. Participated in a Three day “Workshop for Training Resource Persons on Outcome Based Accreditation-Phase II”, conducted from 26-9-2013 to 29-09-2013, at University College of Engineering Vizianagaram, JNTU Kakinada.
24. Participated in a Two-Day orientation Programme for Faculty, organized at JNTUK-University College of Engineering Vizianagaram in association with Indo US Collaboration for Engineering Education (IUCEE), during 16th to 17th July
    2013.
25. Participated in a “Three Day Faculty Development Programm on Soft Skills for Effective Teaching” from 13-06-2013 to 15-06-2013 at JNTUK UCEV, Vizianagaram.
26. Participated in a One-Day National Workshop on “Big Data Analytics and Cloud Computing”, on 29th June, 2013 organized by Dept. of Computer Science &Engineering, JNTUK-University College of Engineering Kakinada.
27. Participated in workshop on “Outcome Based Engineering Education” on 17-02-13 conducted by University College of Engineering Vizianagaram, JNTU Kakinada.
28. Participated in a one day “Workshop for Training Resource Persons on Outcome Based Accreditation-Phase I”, conducted from 13th Sept,2013, at University College of Engineering Vizianagaram, JNTU Kakinada.
29. Participated in a FDP on “cloud computing and service oriented architecture” by computer Science & engineering, GIT ,GU, 2013
30. Participated in a One day Workshop on “soft skills ”, conducted on 30-07-2014 at UCEV, JNTU Kakinada.
31. Participated in a One day Workshop on “Awakening Women”, conducted on 06-03-2014 at UCEV, JNTU Kakinada.
32. Participated in A One Day National Workshop on “New Paradigms of Mathematical Modeling and its Applications to Engineering & Technology”, on 27 March 2014 by Department of Mathematics, JNTUK University College of Engineering Vizianagaram.
33. Participated in a two day National Conference on Emerging Technologies in Computer Science – 2014 (NCETCS’14) at JNTUK-UCEV, during 28th and 29th March, 2014.
34. Acted as a judge for “Singing” for the eve of International Women’s day,2015.
35. Participated in a two day National Workshop on “Pattern Recognition & It’s Applications” at JNTUK-UCEV, during 19th and 20th March, 2014.
36. Participated in a 39th Orientation Course (OC) at UGC-Academic staff college JNTUH-Hyderabad during 12-05-2014 to 07-06-2014.
37. Participated in One week workshop on “Research Challenges and issues in Big Data and Cloud Computing” 27th - 31st January, 2015. Department of Computer Science & Engineering , JNTUK-UCEV ,Vizianagaram
38. Participated in a two day National Conference on Emerging Technologies in Computer Science – 2014 (NCETCS’14) at JNTUK-University College of Engineering Vizianagaram, during 28th and 29th March, 2014.
39. Participated in a two day National Workshop on Image Processing & Security Technologies, in IT Department at JNTUK-University College of Engineering Vizianagaram, during 23rd and 24th January, 2015.
40. Participated in one day work shop on “Self Empowerment” by WEGC JNTUKUCEV on 5th March 2015.
41. Participated in a two day National Workshop on “Pattern Recognition & It’s Applications” at JNTUK-University College of Engineering Vizianagaram, during 19th and 20th March, 2014.
42. Participated in a Strategies for research Oriented Teaching (Refresher Course) at UGC-HRDC&RCCB ,JNTUH-Hyderabad 06th- 25th June 2016 .
43. Participated in a two day National Workshop on “Fog Computing and Internet Of Things” conducted on 28th & 29th March 2016 in the department of CSE at UCEV JNTU Kakinada.
44. Participated in a One day Workshop on “Women Empowerment 2016”, conducted on 05-03-2016 at UCEV, JNTU Kakinada.
45. Participated in a One day Workshop on “class room communication”, conducted on 12-02-2016 at UCEV, JNTU Kakinada.
46. Participated in a One day Workshop on “Self Empowerment”, conducted on 05- 03-2015 at UCEV, JNTU Kakinada.
47. Participated in a two day National level Workshop on “MIND WAVW CONTROL ROBOT ” in ITYUKTA-2K16, IT Department at JNTUK-UCEV, during 14th-15th , March 2016.
48. Acted as a Judge for the event “Just A Minute(JAM)”in view of Annual Day-2016.
49. Acted as a Judge for the event “Picture/slogan/Emblem Recite”in view of International Women’s Day-2016.
50. Participated in a one day workshop on “women Empowerment 2016”vorganized on 5th March 2016.
51. Participated in International Conference on ICRTRICSE-2K15 as a resource person May 2nd -3rd ,2015.
52. Participated in a two day International Workshop on “IoT and its Applications in the Field of Engineering (IoTAFE’17)” conducted on 24th & 25th March 2017 in the department of IT& EEE at UCEV, JNTU Kakinada.
53. Participated in International Conference Organized by ANITS in association with Computer Society of India (CSI) Student Chapter SCI-2017 The Department of CSE, ANITS in association with Computer Society of India (CSI) is organizing an
    International Conference on Smart Computing and Informatics (SCI)-2017 during 3rd-4th March 2017
54. Participated in five day Workshop by Google, USA(Global HQ) in association with APSSDC at Vasireddy Venkatadri Institute of Technology Guntur Google,  workshop on “Google Android Developer Fundamentals” from 06-09-2016 to 10-09-2016
55. Participated at a six day Faculty Development Programme on “Big image data processing using Machine Learning Algorithms” organized by Dept. of CSE in association with Teaching Learning Center during 11th-16th dec,2017 at NIT
    Warangal under PMMMNMTT,MHRD, Govt.Of India 
56. Participated at One week workshop on “Research Trends in Machine Learning (RTML-17)” during (October 09th -11th, 2017 & November 16th-18th,2017) organized by Department of Information Technology JNTUK-UCEV.
57. Participated at a Two Day National Workshop on “Programming with R (NWPR17) “during 6th and 7th July, 2017 at JNTUK- UCEV.
58. Participated in a One day National Work shop on ”Women in Everything” conducted on 18th February 2017.
59. Completed 4 weeks NPTEL-AICTE Faculty Development Programme on Introduction to learning analytics.
60. Participated AICTE Training and Learning Academy (ATAL) Faculty Development Program (FDP) on “Data Sciences” from 25th to 29th May 2020 organized by Department of CSE, IIIT Nagpur.
61. Participated online 3-Day Faculty Development Program (FDP) on Engineering Technologies in Recent Scenario from 6th to 8th June 2020 organized by the Department of PG Studies - DHANALAKSHMI SRINIVASAN ENGINEERING COLLEGE,Perambalur .
62. Participated 5-Day Faculty Development Program (FDP) on “Cyber Security” from 28th May to 1st June 2020 Organized Department of Computer Science and Engineering, Anil Neerukonda Institute of Technology and Sciences in association
    with Supraja Technologies & CSI, Visakhapatnam, A.P.
63. Participated 5-day National Level Faculty Development Program (FDP) on “Artificial Intelligence” 22nd May- 26th May,2020 conducted by Department of Computer Science & Engineering, Lendi Institute of Engineering & Technology,
    Vizinagaram, Andhra Pradesh, in Collaboration with Brain o Vision Pvt. Ltd ;India.
64. Participated 5-day Faculty Development Program (FDP) on “Artificial Intelligence” 22nd May- 26th May,2020 conducted by Department of Information Technology, Vignan's Instiute of Engineering For Women(VIEW), Visakhapatnam association with BRAIN O VISION..! , Andhra Pradesh.
65. Participated One week online FDP on “Research Challenges and Opportunities Post COVID-19 (RECOP – 2020)” from 4th to 9th May 2020 organized by R&D Cell & SVEC IIC, Sri Vasavi Engineering College (A), Andhra Pradesh.
66. Participated 5-day Faculty Development Program (FDP) on” Cyber Security” from 23rd to 27th May 2020 organized by Department of Information Technology ,VRSiddhartha Engineering College in association with Supraja Technologies &
    CSI Vijayawada Chapter,Andhra Pradesh.
67. Participated One week Faculty Development Program (FDP) on” Cyber Security” from 11th to 16th June2020 organized by Department of CSE , JNTUK-UCEV in association with Supraja Technologies & CSI Student branch (Region-V) Andhra Pradesh.
68. Participated One week Faculty Development Program (FDP) on “Intelligent Computing in Data Science” on 16th, June 2020 to 20th June 2020 organized by Department of CSE , Department of CSE, Aditya Institute of Technology and
    Management (Autonomous), K.Kotturu(VI), Tekkali – 532201,Andhra Pradesh, India.
69. Participated One week Faculty Development Program (FDP) on “BlockchainSecurity and Smart Contracts” organized by Departments of IT & CSE under AICTE MARGDARSHAN , VRSiddhartha Engg.College during 15th - 20th June,2020.
70. Participated One week Faculty Development Program (FDP) on “one Week National Level Webinar Series on Recent Advances in Engineering & Technology” organized by Raisoni Group of Institutions during 8th - 13th June,2020.
71. Participated “Global Webinar Series on Cyber Security” during 20th - 26th June, 2020 organized by Department of CSE , JNTUK-UCEV.
72. Participated National Level ONE-WEEK FDP on "Moodle Learning Management System(LMS)"organized by JNTUH COLLEGE OF ENGINEERING SULTANPUR, TELANGANA in association with Spoken Tutorial Project,IIT Bombay (PMMMNMTT) during 10th - 15th June, 2020.
73. Participated ONE-WEEK FDP on “Applied ML & DL " organized by APSSDC in association with Redpine Signals during 15th - 20th June, 2020.
74. Participated 3-day Faculty Development Program (FDP) on “Industrial Artificial Intelligence” 15th - 17th June,2020 conducted by Department of CSE,EEE,MECH, Lendi Institute of Engineering & Technology in Association with TPC and
    EDWISELY .
75. Participated 3-day Faculty Development Program (FDP) on “Information Security &Cryptography” 20th - 22nd June,2020 conducted by the Department of Computer Science & Engineering, Lendi Institute of Engineering & Technology, Vizinagaram,
    Andhra Pradesh.
76. participated in 15 days Online Workshop on "Application Of Data Science For Industries Problem Through Python" held from 10th August 2020 to 28th August 2020.
77. participating Faculty Development Program titled “Applied Data Science: Tools and Techniques” conducted online from 29. 05.2021 to 02. 06. 2021. conducted by Department of Computer Science & Engineering ,Lakireddy Bali Reddy College of
    Engineering (Autonomous)Mylavaram, Krishna (Dist), Andhra Pradesh 78. Attended online Refresher course on Gender Sensitization (ID) From 05-12-2022 to 19-12-2022 from UGC-HRDC , Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, Maharastra.
79. Participated 30 Days PYTHON FULL STACK 2.0 Masterclass Program from 28.02.2023 to 29.03.2023 Pantech E Learning with certificate no: Pan-PART-PFSMC3673.
80. Participated in A Five Day National Level Online Faculty Development Program On “Applications of Machine Learning” Organized by the Department of Computer Science & Engineering from 15-19, June-2021 of Shri Vishnu Engineering
    College for Women(A).
81. Participated One Week Online Faculty Development Programme on “21st CENTURY SKILLS FOR TEACHING & LEARNING (CSTL-2022)” organized by the Department of Computer Science and Engineering of GMR Institute of
    Technology from 16th - 20th August, 2022.
82. Participated one week Faculty Development Program on "Amazon Web Services" During the period of 22nd August 2022 to 27th August 2022 Organized by the Department of CSE, GMR Institute Of Technology, Rajam In Collaboration With
    Brainovision Solutions India Pvt.Ltd, CSI & AICTE
83. Has Successfully Completed 60 Contact Hours Faculty Development Program On Data Science Held From June1st, 2020 To June 30th, 2020
84. Participated 30 Days DEEP LEARNING MASTERCLASS from 11.11.2022 to11.12.2022 Pantech E Learning with certificate no: PS-APSSDCDLPART59854.
85. Participated In Virtual Training Program And Successfully Completed Assignments And Projects Faculty Development Program On Data Science Training held from June1st, 2020 to June 30th, 2020.
QUIZ:
1. Participated online quiz on “Data Science” organized by Department of Information Technology, Dhole Patil College of Engineering, Pune.
2. Participated online quiz on “Social Awareness on COVID-19”organized by JNTUK-University College of Engineering Vizianagaram.
3. Participated in online national level Technical quiz series on “Electronics Quiz2020: Basics of Digital Image Processing” organized by department of Electronics
   and Communication Engineering, Annamacharya Institute of Technology and Sciences, Rajampet.
4. Participated in online National Level Python Programming Quiz organized by Indian Servers.
5. Participated in online national level Technical quiz on “MOBILE COMMUNICATIONS” organized by department of Electronics and
   Telicommunication Engineering,PGOI College of Engineering.
6. Participated in online national level Technical quiz on “Image Identification Challenge” organized by Department of CSE,Sir CRReddy college.
7. Participated in online Technical quiz on “DLD” organized by Department of CSE,Raghu Institute of Technology.
8. Participated in online Technical quiz on “CO” organized by Department of CSE,Raghu Institute of Technology.
9. Participated in online Technical quiz on “Algorithms” organized by Department of CSE, Raghu Institute of Technology.
10. Participated in online Technical quiz on “Data Structure” organized by Department of CSE, Raghu Institute of Technology.
11. Participated in online Technical quiz on “DBMS” organized by Department of CSE, Raghu Institute of Technology.
WEBINAR:
1. Participated Webinar on “Machine Learning in Medical Image Analysis: Recent Advances and Future Trends” from 6th June 2020 organized by Department of
   Computer Science and Engineering, Narasaraopeta Engineering College(A), Narasaraopeta on 6th June 2020.
2. Participated Webinar on "Machine Learning: Part-1” Organized by Dr.Y.S.R. ANU College of Engineering, Acharya Nagarjuna University in
   Association with IEEE Guntur Subsection on May 20, 2020.
3. Participated Webinar on "Machine Learning: Part-2” Organized by Dr. Y.S.R. ANU College of Engineering & Technology, in Association with IQAC,
   Acharya Nagarjuna University and IEEE Guntur Sub Section, Amaravati on June 10, 2020.
4. Participated Online FDP on “AWS Cloud Computing Services” scheduled on 3rd June 2020, organized by the Department of Computer
   Engineering, Joginpally B.R Engineering College, Telangana, India.
5. Participated Webinar on “Cryptography and Network Security” on 4th June 2020 organized by Department of Computer Science & Engineering, Gayatri Vidya
   Parishad College of Engineering for Women.
6. Participated FDP on “AUTHORPRENEURSHIP-DEMYSTIFIED” on 01/06/2020 organized by SRM Institute of Science & Technology, Faculty of Science &
   Humanities, Ramapuram, Chennai-89.
7. Participated online national Webinar on “Research Ethics and Academic Integrity” on 09/06/2020 jointly organized by Government Degree College,
   Gosaikheda, UP & Government Kakatiya PG College, Jagdalpur, Bastar.
8. Participated online national Webinar on “Changing Dimensions of Indian Politics” on 20/06/2020 jointly organized by Government Degree College,
   Gosaikheda, UP & Government Kakatiya PG College, Jagdalpur, Bastar.
9. Participated online national Webinar on “Domestic Violence Awareness” on 21/06/2020 jointly organized by Government Degree College,Gosaikheda,UP &
   Government Kakatiya PG College, Jagdalpur, Bastar.
10. Participated online national Webinar on “Impact of Lockdown due to Covid-19 on forest and environment of India” on 29/06/2020 jointly organized by Government
    Degree College,Gosaikheda,UP & Government Kakatiya PG College, Jagdalpur, Bastar.
11. Participated A Twoday webinar on "Deep Learning Using Auto Encoders” Organized by Department of CS,VR Siddhartha College of Arts &
    Science from 16th-17th June, 2020.
12. Participated webinar on "Big Data Apache Hadoop & Spark for Beginners” Organized by Department of CSE,SGIT,Markapur on 13th June, 2020.
COURSERA:
1. Successfully Completed 4 weeks of study “COURSERA-Machine Learning For All” with Grade Achieved: 97.5% from University of London
2. Successfully Completed 7 weeks of study “COURSERA-Machine Learning : Classification” with Grade Achieved: 94% a MOOC from University of
   Washington
3. Successfully Completed 6weeks of MOOC Study “COURSERA-Machine Learning : Regression” with Grade Achieved: 94.1% a MOOC from University of
   Washington
4. Successfully Completed 4 weeks of study “COURSERA-AI For Everyone” with Grade Achieved: 97% from deeplearning.ai
5. Successfully Completed 6weeks of study “COURSERA-Machine Learning : Clustering & Retrieval” with Grade Achieved: 91.1% a MOOC from University of
   Washington
6. Successfully Completed 4 weeks of study “COURSERA-Machine Learning : Regression” with Grade Achieved: 85% from Duke University
7. Successfully Completed 4 weeks of study “COURSERA- Introduction to Recommender Systems: Non-Personalized and Content-Based with Grade
   Achieved: 95.8% from University of Minnesota 
8. Successfully Completed 4weeks of study “COURSERA-Machine Learning : Regression” with Grade Achieved: 94% a MOOC from University of
   Washington
9. Successfully Completed “Introduction to HTML5 an online non-credit course” Grade received: 95.33% authorized by University of Michigan”
10. Successfully Completed “ Model Thinking” Grade Achieved: 85.16% From University of Michigan.
11. Successful completion of “Introduction to Philosophy” Grade Achieved: 92.26% from The University of Edinburgh
12. Successful completion of “COVID-19 Contact Tracing” Grade Achieved: 95.74% from Johns Hopkins University.
13. Successful completion of “Think Again I: How to understand Arguments” 4 weeks by Duke University
14. Successful completion of “Think Again II: How to Reason Deductively” 4 weeks by Duke University
15. Successful completion of “Think Again III: How to Reason Inductively” 4 weeks by Duke University
16. Successful completion of “Think Again IV: How to Avoid Fallacies “4 weeks by Duke University
EDX COURSES:
1. Successfully completed and received a passing grade in “AWS-DA-02: Getting Started with Data Analytics on AWS” a course of study offered by
   AWS, an online learning initiative of AWS.
2. Successfully completed and received a passing grade in “DA0100: Data Analytics Basics for Everyone a course of study offered by IBM”, an online
   learning initiative of IBM.
3. Successfully completed and received a passing grade in “AI0101EN: AI for Everyone: Master the Basics “ a course of study offered by IBM, an online
   learning initiative of IBM. 
4. Successfully completed and received a passing grade in “CCANSR201.: Data Analytics Methods “a course of study offered by
   ASUx, an online learning initiative of Arizona State University.
5. Successfully completed and received a passing grade in “ML0101EN: Machine Learning with Python: A Practical Introduction “a
   course of study offered by IBM, an online learning initiative of IBM.
6. Successfully completed and received a passing grade in “DAT-ANA: Data Analysis for the Behavioral Sciences “a course of study offered by APA, an
   online learning initiative of American Psychological Association.
7. Successfully completed and received a passing grade in “BPET.STATx: Analytics for Decision Making “a course of study offered
   by BabsonX, an online learning initiative of Babson College.
8. Successfully completed and received a passing grade in “AIMark_02: AI Technology for Marketing Optimization “ a course of study offered by
   Davidson_Galileo, an online learning initiative of Davidson and Galileo.
9. Successfully completed and received a passing grade in “AIMark_03: AI for Marketing Strategy and Creativity “ a course of study offered by
   Davidson_Galileo, an online learning initiative of Davidson and Galileo.
10. Successfully completed and received a passing grade in “DA0130: Analyzing Data with Excel “a course of study offered by  IBM, an
    online learning initiative of IBM.
11. Successfully completed and received a passing grade in “DIGITAL01: Introduction to Transforming with Data Analytics and the
    Digital Organization “a course of study offered by USMx, an online learning initiative of University System of Maryland.
12. Successfully completed and received a passing grade in “DA601: Introduction to Healthcare Data Analysis “a course of study offered by
    MGH_Institute, an online learning initiative of MGH Institute of Health Professions.
13. Successfully completed and received a passing grade in “python1.1: Python Programming: Basic Skills “a course of study offered by Codio, an online
    learning initiative of Codio.

1. “A Novel approach to predict the satellite image using CNN-ResNet Model through Flask Application”, 2024 Ninth International Conference on Science Technology Engineering and Mathematics (ICONSTEM) | 979-8-3503-6509-2/24/$31.00 ©2024 IEEE | DOI: 10.1109/ICONSTEM60960.2024.10568751
2. “Strengthening Airline communication Network Security: A zero-trust model with blockchain Based identity Storage and advanced algorithms” 2024 Ninth International Conference on Science Technology Engineering and Mathematics (ICONSTEM) | 979-8-3503-6509-2/24/$31.00 ©2024 IEEE | DOI: 10.1109/ICONSTEM60960.2024.10568851
3. "Telugu handwritten character recognition using deep residual learning," 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Palladam, India, 2020, pp. 788-796, doi: 10.1109/I-SMAC49090.2020.9243348.
4. “Face Emotion Recognition Based on Images Using the Haar-Cascade Front End Approach” © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2024 Published by Springer Nature Switzerland AG 2024IC4S 2023, LNICST 536, pp. 331–339, 2024.https://doi.org/10.1007/978-3-031-48888-7_28
5. “Evaluating the Progressive Performance of Machine Learning Techniques on E-Commerce data”1st International Conference on Smart Computing and Informatics (SCI) International Anil Neerukonda Institute of Technology & Sciences, Bheemunipatnam 03 04 Mar 2017 Visakhapatnam, Andhra Pradesh, India, 531162“
6.  “Comparing various classification techniques to detect Heart disease” International Conference on research trends and research issues in computer science and engineering (ICRTRICSE-2015) May 2^nd and 3^rd Andhra University, Visakhapatnam.
7.  “Decision Making In Medical Sciences Based On Fuzzy Soft Sets & Grey Relational Analysis With Dempster-Shafer Theory of Evidence” in International Conference on research trends and research issues in computer science and engineering (ICRTRICSE-2015) May 2^nd and 3^rd Andhra University, Visakhapatnam.
8.  “Personal authentication based on finger print recognition” in National conference NCETCS’14 Proceedings March 28-29,2014JNTUK-UCEV.
9.  “Preprocessing of Web log for user behavior identification” in International conference on Arts, science, management and engineering, Cogent international, during 23^rd - 25^th April 2009, Goa.
10.  “Behavior analysis of user through web usage mining” in International conference on Coalescence of computer science and biotechnology, OMICS online, during 16th -17th feb2009. At sanketikavidyanikethan,

1. “Evaluating Web Site based on Grey Clustering Theory combined with AHP”, 71-76 International Journal of Engineering and Technology Vol.2(2), 2010, ISSN / ISBN No. 0975-4024. UGC Approved and Scopus Indexed, impact factor : 0.77, H INDEX:13,SCimago Journal &country Rank.
2. “Selection of Best Web Site by Applying COPRAS-G method” , 138-146,International Journal of Computer Science and Information Technologies (IJCSIT) 1 (2) , 2010, ISSN / ISBN No. 0975–9646 UGC Approved, impact factor : 2.28
3. “Evaluating Web Sites Based on GHAP”, 672-677 International Journal on Computer Science and Engineering (IJCSE) 02, No. 03, 2010, ISSN / ISBN No. 0975-  339.UGC Approved and impact factor :  2.638
4. “Evaluating Web Sites Using COPRAS-GRA Combined With Grey Clustering”,5280-5294 International Journal of Engineering Science and Technology, 2(10), 2010,ISSN / ISBN No. 0975-5462. UGC Approved and impact factor :  3.911
5. “Analysis of the Navigation Behavior of the Users’ using Grey Relational Pattern Analysis with Markov Chains”, 5402-5412 International Journal of Engineering Science and Technology (IJEST) Vol. 2(10), 2010, ISSN / ISBN No. 0975-5462. UGC Approved and impact factor :  911
6. “Analysis of Users’ Web Navigation Behavior using GRPA with Variable Length Markov Chains” DOI :10.5121/ijdkp.2011.1201,International Journal of Data Mining & Knowledge Management Process (IJDKP) 1, No.2, March 2011, ISSN / ISBN No. 2231 - 007X/2230 – 9608 UGC Approved and impact factor : 0.28
7. “A Novel Mining Technique for Linking Named Entities with Knowledge Base via Semantic Knowledge”, International Journal of Advanced and Innovative Research (IJAIR) 2 Issue 8, ISSN / ISBN No. 2278-7844, 2013. UGC Approved and impact factor :  3.717
8. “Predicting Users’ next visit using Grey Moving Probability Markov Model”, International Journal of Innovations & Advancement in Computer Science IJIACS Volume 2, Issue 2 February 2014, ISSN / ISBN No. 2347 – 8616 UGC Approved and impact factor : 65  
9. “Personal authentication based on finger print recognition” An International Journal of Advanced Computer Communications and Control Vol. 02, No. 03, July 2014.
10. “Decision Making in Medical Sciences Based on Fuzzy Soft Sets &Grey Relational Analysis With Dempster-Shafer Theory Of Evidence “ International Journal of Engineering Associates(IJEA) Volume 4, Issue 8 August 2015, Ref. No.: IJEA/15/04/08/18, ISSN: 2320 - 0804   UGC Approved and impact factor :  23
11. “Decision Making based on Fuzzy Soft Sets with an Adjustable approach to Interval-Valued Intuitionistic “International Journal of Advanced and Innovative Research (IJAIR) (2278-7844) / # 122 / Volume 4 issue 8,Augest 2015  UGC Approved and impact factor :  717
12. “Analyzing the prostate Cancer Risk Using Fuzzy Expert System” International Journal of Advanced and Innovative Research(IJAIR) ISSN:(2278-7844) / # 582 / Volume 4 Issue 4, 2278-7844, 2015 UGC Approved and impact factor : 717
13. “Analyzing Breast Cancer data using different Classifiers” International Journal of Engineering Associates (IJEA)ISSN / ISBN No. 2051-6878, 2015. UGC Approved and impact factor : 23
14. “Evaluating the Progressive Performance of Machine Learning Techniques on E-Commerce data” Springer the Smart Innovation Systems and Technologies (SIST) Book Series which is indexed by SCOPUS, EI-Compendex and Springer link.SCOPUS, EI-Compendex and Springer link.ISBN 978-981-10-5546-1 ISBN 978-981-10-5547-8 (eBook) Volume 78 Scopus Indexed
15. “Integration of optimized local directional weber pattern with faster region convolutional neural network for enhanced medical image retrieval and classification” Computational Intelligence: Volume 38, Issue 4, SCI,John Wiley & Sonshttps://doi.org/10.1111/coin.12506.
16. “Utilizing Deep Convolutional Neural Networks for Image Colorization” Organization Development Journal, Scopus, Volume 10, Issue 5, May -2022, OD Journal.
17.  “Image Optimization Based On Neural Style Transfer” Organization Development Journal, Scopus, Volume 10, Issue 10, October -2022
18. “Object Detection Using Embedded Mask-RCNN and Yolo-V5”,Organization  Development Journal,    Scopus, Volume 10, Issue 12, December -2022, OD Journal
19. “Exploring Sentimental Insights with Deep Learning” Organization Development Journal, Scopus, Volume 10, Issue 6 June -2022, OD Journal
20. “Object detection using deep learning – Survey”, GIS science journal, Volume 10, issue2,2023.
21. “Crop disease diagnosis using dense net architecture”, GIS science journal,Volume    10, issue2,2023
22. “Feature Extraction on Bank Currency Notes Using Deep Learning Model”, Organization Development Journal, Scopus, Volume 11, Issue 7, July -2023, OD Journal.
23. “Currency Classification Detection using YOLO”, Communication and Management Journal, Scopus, Volume 8 Issue 1, 2023.
24. “Enhancing Currency Retrieval and Classification with Optimized Local Directional Weber Pattern “, VDI-Z Integrierte Produktion Journal, Scopus, Volume 10 Issue 11, 2023
25. “Fake Currency Detection Using Multi-Fusion Techniques”, Communication And Management Journal, Scopus, Volume 8 Issue 11, 2023
26. “Fake Currency Detection Using Inception”, Communication And Management Journal,Scopus, VOLUME 8 ISSUE 11, 2023
27. “Bank Note Classification by using Efficientnet”,VDI-Z Integrierte Produktion Journal,Scopus, Volume 10 Issue 6, 2023
28. “Fake Currency Detection Using MobileNet” Organization Development Journal, Scopus, Volume 11, Issue 11, November -2023, OD Journal
29. “Beyond Boundaries: Unlocking the Potential of UNet Variants, Transformers,and Hybrids in 3D Medical Image Segmentation – A Review”, JTSEIT,UGC-CARE
30. “Predictive Analysis of Key Performance Indicators in Social Media” in SCI (UNDER REVIEW)

1. “Evaluating the Progressive Performance of Machine Learning Techniques on E-Commerce data” Springer the Smart Innovation Systems and Technologies (SIST) Book Series which is indexed by SCOPUS, EI-Compendex and Springer link. ISBN 978-981-10-5546-1 ISBN 978-981-10-5547-8 (eBook) Volume 78.

2. “Face Emotion Recognition Based on Images Using the Haar-Cascade Front End Approach” ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2024 Published by Springer Nature Switzerland AG 2024IC4S 2023, LNICST 536, pp. 331–339, 2024.https://doi.org/10.1007/978-3-031-48888-7_28

1. Patent (Granted) on 12 June 2024 for a UK Design number: 6369888 Title: “Device For Electricity Generation From Wastewater Treatment” International Design Classification: Version: 14-2023 Class: 13 EQUIPMENT FOR PRODUCTION, DISTRIBUTION OR TRANSFORMATION OF ELECTRICITY Subclass: 01 GENERATORS AND MOTORS Certificate of Registration Grant date: 12 June 2024 Registration date: 04 June 2024

1. Patent (published online) on 22/12/2023 Title: “A System and Method for Detecting Misplaced Tubes and Catheters Using Machine Learning” The Patent Office Journal No. 51/2023 Dated 22/12/2023.

1. Patent (published online) on 29/09/2022  Title: “ Crime intension detection through video surveillance using computer vision techniques” Application Number- 202241055995, Application Ref Number 202241055995- , Filing Date-29/09/2022

4. Patent (published online) on 27-12-2019, Patent No: 201941052936 Title: “IVA-ATM: Intelligent Video Analytics ATM” - Relates to the field of analytics, and more particularly to a video analytics system, useful, for example, fraud detection, and more particularly ATM fraud protection and other required things.

5. Patent (published online) on 24-01-2020, Patent No:202041001244 Title: “The Cache Memory Performance Enhance Using Neural Networks And Artificial Intelligence Programming”- Relates to the field of Computer Engineering.