| Sl.No. | Title | Name of Journal | Date of Publication | Volume No/Issue No/Page No | ||||||||||||||||||||
| 1 | Feature Engineering for Epileptic Seizure Classification Using SeqBoostNet | International Journal of Computing and Digital Systems | 18-Feb-2025 | / / - | ||||||||||||||||||||
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| 2 | Automated epileptic seizure classification using adaptive fast Fourier transform with non-uniform sampling and improved deep belief network | International Journal of Intelligent Engineering Informatics | 30-Oct-2024 | 2 / 4 / 460-512 | ||||||||||||||||||||
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| 3 | A survey of blockchain: concepts, applications and challenges | International Journal of Computing Science and Mathematics | 26-Jul-2023 | 17 / 2 / 152-165 | ||||||||||||||||||||
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| 4 | Robust Feature Selection Using Rough Set-Based Ant-Lion Optimizer for Data Classification | International Journal of Sociotechnology and Knowledge Development | 24-Aug-2022 | 14 / 1 / 1-21 | ||||||||||||||||||||
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| 5 | Performance Analysis of Clustering Algorithms for Dyslexia Detection | ECS Transactions | 15-Jul-2022 | 107 / 1 / 10021-10034 | ||||||||||||||||||||
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| 6 | Fuzzy based Manu's fire segmentation algorithm | International Journal of Intelligent Engineering Informatics | 03-Nov-2020 | 8 / 3 / 221-238 | ||||||||||||||||||||
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| 7 | An Efficient Methodology for Resolving Uncertain Spatial References in Text Documents. | International Journal of Service Science, Management, Engineering, and Technology | 29-Feb-2020 | 11 / 11 / 1-17 | ||||||||||||||||||||
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| 8 | Developing the assessment questions automatically to determine the cognitive level of the e-learner using NLP techniques | International Journal of Service Science, Management, Engineering, and Technology | 13-Feb-2020 | 11 / 2 / 95-110 | ||||||||||||||||||||
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| 9 | Analysis of Supervised and Unsupervised Technique for Authentication Dataset | International Journal of Engineering and Technology(UAE) | 15-Nov-2018 | 7 / 4 / 2867-2873 | ||||||||||||||||||||
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| 10 | Brain Tumor Segmentation and Detection Using MRI Images | International Journal of Mechanical Engineering and Technology | 05-May-2018 | 9 / 5 / 514-523 | ||||||||||||||||||||
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| 11 | Comparison of TDD and Pair Programming For Improving Software Quality | International Journal of Civil Engineering & Technology | 31-Jan-2018 | 9 / 1 / 944-952 | ||||||||||||||||||||
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| 12 | Prediction of Software Defects Using Object-Oriented Metrics | International Journal of Civil Engineering & Technology | 31-Jan-2018 | 9 / 1 / 889-899 | ||||||||||||||||||||
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| 13 | Lung Tuberculosis Detection Using X-Ray Image | International Journal of Applied Engineering Research | 28-Dec-2017 | 12 / 24 / 15196-15201 | ||||||||||||||||||||
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| 14 | Fuzzy firefly clustering for tumour and cancer analysis | International Journal of Modelling, Identification and Control | 21-Mar-2017 | 27 / 2 / 92-103 | ||||||||||||||||||||
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| 15 | Gene Clustering Using Metaheuristic Optimization Algorithms | International Journal of Applied Metaheuristic Computing | 01-Oct-2015 | 6 / 4 / 14-38 | ||||||||||||||||||||
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| 16 | Harmony Search PSO Clustering for Tumor and Cancer Gene Expression Dataset | International Journal of Swarm Intelligence Research | 26-Jul-2014 | 5 / 3 / 1-21 | ||||||||||||||||||||
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| 17 | Feature selection using swarm-based relative reduct technique for fetal heart rate | Neural Computing and Applications | 04-Feb-2014 | 25 / / 793-806 | ||||||||||||||||||||
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| 18 | A Comparative Analysis of Rough Set Based Intelligent Techniques for Unsupervised Gene Selection | International Journal of System Dynamics Applications | 14-Feb-2013 | 2 / 4 / 1-14 | ||||||||||||||||||||
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| 19 | Analysis of Click Stream Patterns using Soft Biclustering Approaches | International Journal of Information Technologies and Systems Approach | 05-Jan-2011 | 4 / 1 / 53-66 | ||||||||||||||||||||
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| Sl.No. | Type of Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | Seminar | Presenter | AI Innovations for Advanced Biological Science Research | Learning Resource Recommendation based on Tag clustering: A Use case on Delicious Dataset | 27/12/2024 | Dr. N.G.P. Arts and Science College | National |
| 2 | Seminar | Presenter | AI Innovations for Advanced Biological Science Research | Comparative Analysis of Machine Learning Models for Stroke Prediction | 27/12/2024 | Dr. N.G.P. Arts and Science College | National |
| 3 | Seminar | Presenter | AI Innovations for Advanced Biological Science Research | Detecting and Classifying Malware in Network Traffic | 27/12/2024 | Dr. N.G.P. Arts and Science College | National |
| 4 | Conference | Presenter | ICSPBT | Epileptic Seizure Detection Contribution in Healthcare Sustainability | 11/12/2024 | MCBS | International |
| 5 | Seminar | Participant | Screening & Referral for Diabetic Retinopathy | 04/11/2024 | Indiana University | International | |
| 6 | Seminar | Participant | Innovations and Advances in Retinoblastoma Management | 23/09/2024 | Indiana University | International | |
| 7 | Seminar | Participant | Diabetic Retinopathy | 23/08/2024 | Indiana University | International | |
| 8 | Seminar | Participant | Technological Advancements -Requirements & Applications | 01/07/2024 | AAA Science College | National | |
| 9 | Conference | Presenter | International Conference on Control, Automation and Diagnosis | Unsupervised Learning for Understanding Diversity: Applying Feature Engineering and Cluster Analysis to Deaf and Hard of Hearing Data | 15/05/2024 | International Federation of Automatic Control | International |
| 10 | Seminar | Participant | Explore Machine Learning Using Python | 21/03/2024 | Infosys | International | |
| 11 | Conference | Moderator/Chair | International Conference on Contemporary Computing and Communications | 15/03/2024 | Christ University | International | |
| 12 | Seminar | Presenter | IOT Cyber Security: Challenges and solutions for social and real life applications | Wonder Bot: Personalized moving Assistance using IoT and Natural Language Processing | 05/01/2024 | Dr. N.G.P Arts and Science College | National |
| 13 | Conference | Panelist | 4th Congress on Intelligent Systems | 04/09/2023 | Christ University | International | |
| 14 | Seminar | Participant | National Seminar on AI Solutions for Farmer Safety and Security in India | 21/07/2023 | Dr. NGP Arts and Science College | National | |
| 15 | Conference | Participant | Javafest'23 | 15/07/2023 | Christ University | National | |
| 16 | Conference | Panelist | International Conference on Power Engineering and Intelligent Systems | 24/06/2023 | National Institute of Technology, Delhi | International | |
| 17 | Conference | Moderator/Chair | International Conference on Computational Sciences and Sustainable Technologies and | 08/05/2023 | Christ University | International | |
| 18 | Conference | Moderator/Chair | International Conference on Computational Sciences and Sustainable Technologies | 08/05/2023 | Christ University | International | |
| 19 | Conference | Organizer | International Conference on Computational Sciences and Sustainable Technologies | 08/05/2023 | Christ University | International | |
| 20 | Conference | Keynote Speaker | World Intellectual Property Day | Women and IP: Accelerating Innovation and Creativity | 24/04/2023 | Muthayammal College of Arts & Science | National |
| 21 | Conference | Panelist | IEEE International Conference on Contemporary Computing and Communications | 21/04/2023 | Christ University | International | |
| 22 | Seminar | Participant | Boosting Performance with Ensemble Methods | 12/03/2023 | Analytics Vidya | International | |
| 23 | Seminar | Participant | Research and Innovations | 11/02/2023 | CHRIST & ACM Student Chapter | Institutional | |
| 24 | Conference | Presenter | Sixth International Conference - Advanced Computing and Communication Technologies for High Performance Applications | A Comprehensive Study on E-learning environments for Deaf & Hard of Hearing Learners | 20/01/2023 | Federal Institute of Science and Technology | International |
| 25 | Seminar | Participant | Industry 4.0: Technologies Outcomes & Future of Manufacturing | 26/08/2022 | Christ University | National | |
| 26 | Conference | Presenter | National Conference on AI and IoT for Agriculture Innovation and Environment Sustainability | Pro-Diabetic App: A meal recommendation application for diabetics | 25/08/2022 | Dr. N.G.P. Arts and Science College | National |
| 27 | Conference | Presenter | National Conference on AI and IoT Agriculture Innovation and Environment Sustainability | Driver Drowsiness Detection using Face Detection Techniques | 25/08/2022 | Dr. N.G. P. Arts and Science College | National |
| 28 | Seminar | Participant | National Webinar on Data Analytics | 23/03/2022 | University of Madras | National | |
| 29 | Conference | Presenter | International Conference On Technologies For Smart Green Connected Societies 2021 | Performance analysis of Clustering algorithms for dyslexia detection | 29/11/2021 | SPAST Foundation | International |
| 30 | Conference | Presenter | International Conference on Information Processing | Comparisons of Stock Price Predictions using Stacked RNN-LSTM | 22/10/2021 | Visvesvaraya College of Engineering | International |
| 31 | Seminar | Keynote Speaker | Women's Forum | Women in Leadership | 31/08/2021 | Muthayammal College of Arts & Science | Regional |
| 32 | Conference | Participant | International Conference on Sustainable Advanced Computing | 05/03/2021 | Christ University | International | |
| 33 | Conference | Presenter | Two Day International Virtual Conference on Contemporary Practices of Technology and Management for Economic Growth (ICTMEG2020) | A Survey On Dyslexia Detection Using Machine Learning Techniques Among Special Education Need (SEN) Students | 23/10/2020 | Vellore Institute of Technology, Chennai | International |
| 34 | Conference | Presenter | International Conference on Evolutionary Computing and Mobile Sustainable Networks | Analysis of Attention Deficit Hyper Activity Disorder using Various Classifiers | 20/02/2020 | Sri M. Visvesvaraya Institute of Technology. Bangalore | International |
| 35 | Conference | Presenter | International Conference on Evolutionary Computing and Mobile Sustainable Networks | Body Mass Index Implications using Data Analysis in the Soccer Sports | 20/02/2020 | Sri M. Visvesvaraya Institute of Technology | International |
| 36 | Seminar | Participant | Intellectual Property Rights with Focus on Patents | 08/02/2020 | Christ University | Institutional | |
| 37 | Conference | Co-presenter | The second International Conference of Computing and Informatics 2019 | An improved method for resolving uncertain spatial references in text documents | 16/04/2019 | Benha University, Benha, Egypt | International |
| 38 | Conference | Co-presenter | The second International Conference of Computing and Informatics 2019 | Implementing Bloom's Taxonomy to Determine the Cognitive Level of E-Learner through Automatically Generated Questions? | 16/04/2019 | Benha University, Benha, Egypt | International |
| 39 | Conference | Co-presenter | The second International Conference of Computing and Informatics 2019 (ICCI-2019) | PET ? SFCM Clustering Approach for Neuro Degenerative Disorder | 16/04/2019 | Benha University, Benha, Egypt | International |
| 40 | Conference | Presenter | The second International Conference of Computing and Informatics 2019 | An improved method for resolving uncertain spatial references in text documents | 16/04/2019 | Benah University, Benha, Egypt | International |
| 41 | Conference | Presenter | The second International Conference of Computing and Informatics 2019 | Implementing Bloom's Taxonomy to Determine the Cognitive Level of E-Learner through Automatically Generated Questions | 16/04/2019 | Benha University, Benha, Egypt | International |
| 42 | Conference | Presenter | The second International Conference of Computing and Informatics 2019 | PET-SFCM Clustering Approach for Neuro Degenerative Disorder | 16/04/2019 | Benha University, Benha, Egypt | International |
| 43 | Conference | Co-presenter | International Conference on Sustainable Advanced Computing and Statistical Techniques (ICSACST'19) | 27/02/2019 | Christ University | International | |
| 44 | Conference | Participant | International Conference on Sustainable Advanced Computing and Statistical Techniques (ICSACST'19) | 27/02/2019 | Christ University | International | |
| 45 | Conference | Co-presenter | International Research Conference on Uva Wellasa University-2019 | E-business Decision Support System for Online Shopping using MAS with Ontology and JADE Methodology - Poser Presentation | 07/02/2019 | Uva Wellasa University, Srilanka | International |
| 46 | Seminar | Keynote Speaker | Opportunities at a Glance | Meet up a prospects in IT jobs and super education | 13/02/2017 | Muthayammal Memorial College of Arts & Science | National |
| 47 | Conference | Participant | Physical and Mental Health for Working Professionals: An Holistic Approach | 19/04/2013 | B.S. Abdur Rahman University | National | |
| 48 | Conference | Participant | ICSEMA | 19/12/2012 | B.S. Abdur Rahman University | International | |
| 49 | Conference | Presenter | PRIME | Unsupervised Hybrid PSO based Relative Reduct Approach Feature Reduction | 21/03/2012 | Periyar University | International |
| 50 | Conference | Presenter | ICCIA | A comparative analysis of conventional, fuzzy and rough swarm intelligence approaches for clustering gene expression data | 01/03/2012 | Vivekanandha Institute of Engineering and Technology for Women | International |
| 51 | Conference | Keynote Speaker | Intelligent Data Mining Techniques | Clustering Techniques in Data Mining | 07/06/2011 | Jayaram College of Engineering & Technology | National |
| 52 | Seminar | Participant | Domain Driven Data Mining | 17/09/2010 | Sona College of Technology | National | |
| 53 | Conference | Presenter | Promising Areas of Computer Science and their Applications | Efficient Fuzzy Clustering for Web Log data | 26/02/2010 | Muthayammal College of Arts & Science | National |
| 54 | Conference | Presenter | ICOREM | A Novel Biclustering Approach for Mining user Navigation Patterns | 27/05/2009 | Anna university, Trichy | International |
| 55 | Seminar | Participant | IT-Today and Tomorrow | 01/03/2008 | Muthayammal College of Arts & Science | National | |
| 56 | Conference | Presenter | NCICM | An adaptive Rough Clustering for Web log Transactions | 22/02/2008 | Periyar University | National |
| 57 | Seminar | Participant | Recent Trends in Information Technology | 20/02/2006 | Vivekanandha College of Arts and Science for Women | National |
| Sl.No. | Title | Name of Student | Institution | Month Year |
| 1 | Knowledge Based Efficient Decision Support System Using Online Samples | Kannan K | Sathyabama University | |
| 2 | IMPROVED COMPUTER VISION BASED FRAMEWORK FOR AUTOMATIC VEHICLE FINGERPRINTING | MATHEWS MARY SHAJI | Christ University | September 2022 |
| 3 | Machine Learning Techniques for Predicting behavioural problems among special education need students with learning difficulties | Anupama Sharannavar | Christ University | March 2022 |
| 4 | Machine Learning techniques for processing of Oncology Real-World Data | Shobhit Shrotriya | Christ University | December 2020 |
| 5 | and Hard of Hearing Students using Mining and Mapping of Weblog Data | Anisha Poly | Christ University | December 2021 |
| 6 | Machine learning techniques for predicting behavioural problems among Special Education Need students with learning difficulties | Anupama Sharannavar | Christ University | July 2022 |
| 7 | . | NAJMUSSEHER | Christ University | May 2023 |
| Sl.No. | Title of Invention | Inventor(s) | Filing Date | ||||||||||||||||||||||||||||
| 1 | MYSTICML - A Python Library for Automated Data Preprocessing | NIZAR BANU P K | 15-Jul-2024 | ||||||||||||||||||||||||||||
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| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Analysis of the impact of Body Mass Index in the Prevention of Hypertension and Diabetes in rural and Urban Areas of Bangalore using Data Mining Techniques | NIZAR BANU P K , DEEPA V JOSE | Internal | |
| 2 | Developing Gender-Sensitive Cyber Forensic Protocols for Investigating Digital Violence Against Women | DEEPA V JOSE, NIZAR BANU P K ,SMITHA VINOD | Internal |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Oraganiser | Level | Date |
| 1 | Machine Learning with Python | E & ICT Academy, IIT Kanpur | International | 17/02/2025 |
| 2 | Sentiment Analysis on Deep Learning using BERT | Coursera Project Network | International | 11/02/2025 |
| 3 | Advances in Computing and IT Revolution | Sharda University | International | 10/02/2025 |
| 4 | Diabetes Disease Detection with XG-Boost and Neural Networks | Coursera Project Network | International | 30/01/2025 |
| 5 | Diabetes Prediction With Pyspark MLLIB | Coursera Project Network | International | 24/01/2025 |
| 6 | AI powered Learning: Shaping the Future of Education | VASCW | International | 20/01/2025 |
| 7 | Generative AI on AWS | National | 26/09/2024 | |
| 8 | Recent Research Trends in Computer Science and Information Technology | International | 23/09/2024 | |
| 9 | Automated Production of Learning Videos | CHRIST (Deemed to be University) | Institutional | 23/03/2024 |
| 10 | Latest Trends and Techniques in Software Engineering: An Industry Perspective" | CHRIST (Deemed to be Universtiy) | International | 20/01/2024 |
| 11 | Five Days Training Programme on Data Engineering and Security | CHRIST (Deemed to be University) | Institutional | 20/03/2023 |
| 12 | Faculty Development Programme on IoT & Drone | MeitY & IIT Kanpur | International | 27/02/2023 |
| 13 | Google Chat for Collaborative Communication | CHRIST (Deemed to be University) | Institutional | 02/02/2023 |
| 14 | 5 day Faculty Development Program on Curriculum Design and Revision | Staff Development College, CHRIST (Deemed to be University) | Institutional | 05/12/2022 |
| 15 | Faculty Development Programme I - 2022 | CEDBEC & IQAC, CHRIST (Deemed to be University) | Institutional | 06/07/2022 |
| 16 | 30M Training on Document Management using PDF | CHRIST (Deemed to be University) | Institutional | 10/02/2022 |
| 17 | International FDP on Recent Trends in Data Analytics Technology and Solutions | SRM Institute of Science & Technology | International | 08/07/2020 |
| 18 | Quality Improvement Program on Online Teaching | Academic Staff College | 22/04/2020 | |
| 19 | Neural Networks and Deep Learning | Department of Computer Science | Institutional | 23/11/2019 |
| 20 | QIP | Academic Staff College | 27/05/2019 | |
| 21 | QIP on Pedagogic and Evaluation Practices | Academic Staff College | 20/05/2019 | |
| 22 | National Workshop on Data Analysis Using R | CART | National | 08/05/2019 |
| 23 | Author Workshop | Springer Nature and CHRIST | Institutional | 30/03/2019 |
| 24 | 30 Minutes Training on Mail Merge Feature in Google | Media Studies & IT Services | Institutional | 13/12/2018 |
| 25 | CSA Project Site Visit | Centre for Social Action, CHRIST | Institutional | 04/10/2017 |
| 26 | Psychometric Assessment - Identifying working styles | Centre for Academic and Professional Support | Institutional | 23/08/2017 |
| 27 | Power Dressing & Personal Grooming | Centre for Academic and Professional Support, CHRIST | Institutional | 16/08/2017 |
| 28 | Creative Classroom Engagement and Assessment | Centre for Academic and Professional Support, CHRIST | Institutional | 09/08/2017 |
| 29 | Faculty Orientation Programme | Academic Staff College, CHRIST | 07/08/2017 | |
| 30 | Non Verbal communication and Body talk | Centre for Academic and Professional Support | Institutional | 26/07/2017 |
| 31 | Pentium of Pedagogy | Centre for Academic and Professional Support | Institutional | 12/07/2017 |
| 32 | Advanced Teaching Skills | Centre for Academic and Professional Support | Institutional | 05/07/2017 |
| 33 | Workshop on Writing Recommendation Letters | Centre for Academic and Professional Support | Institutional | 28/06/2017 |
| 34 | Induction Programme | CHRIST | 05/06/2017 | |
| 35 | Creating Standards for Research, Collaborative Projects and Consultancy | Centre for Education Beyond Curriculum, CHRIST | Institutional | 15/05/2017 |
| 36 | QIP - Teaching, Learning and Evaluation | CHRIST | 11/05/2017 | |
| 37 | QIP - Teaching, Learning and Evaluation | CHRIST | 09/05/2017 | |
| 38 | Big Data Analytics & Python Programming | Department of CSE | National | 18/03/2017 |
| 39 | Introduction on E-Learning in Education | National | 02/03/2017 | |
| 40 | How to do Ph.D to an International Standard | Department of Computer Science and Engineering | International | 05/08/2013 |
| 41 | Violence Against Women | Women Empowerment Cell | National | 16/02/2013 |
| 42 | Mobile Application Development in iOS | National | 27/11/2012 | |
| 43 | Advances in Data and Web Mining | Department of Computer Science | International | 09/02/2012 |
| 44 | Application of Matlab and Labview for Bio Medical Applications | National | 14/12/2011 | |
| 45 | .Net Framework | Department of Computer Applications | Regional | 18/11/2011 |
| 46 | Research Workshop on Data Mining using Memetic Algorithms | National | 08/11/2008 | |
| 47 | Application of Artificial Neural Networks using Matlab | National | 03/10/2007 | |
| 48 | Emerging Trends in IT | Department of Computer Science | National | 03/03/2007 |
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Journal Reviewer | Reviewer of ETRI Journal, Wiley | WILEY, US | 11 February 2020 |
| 2 | Programme Committee Membership | Served as a member of Programme Committee of the 3rd International Conference on Computer Human Interaction Research and Applications | Institute for Systems and Technologies of Information, Control and Communication | 05 August 2019 |
| 3 | Programme Committee Membership | Served as a member of Programme Committee of the 4th International Conference on Computer Human Interaction Research and Applications | Institute for Systems and Technologies of Information, Control and Communication | 29 October 2020 |
| 4 | Reviewer | Reviewed Articles presented in International Conference - ICSAC-2021 | CHRIST (Deemed to be University), Bangalore | 09 March 2021 |
| 5 | Programme Committee Member and Reviewer | Served as Programme Committee member and reviewer | CHRIST (Deemed to be University) | 04 September 2021 |
| 6 | Program Committee Membership | Served as a member of Programme Committee of the 5th International Conference on Computer Human Interaction Research and Applications | Institute for Systems and Technologies of Information, Control and Communication | 08 November 2021 |
| 7 | Program Committee Membership | Member of the Program Committee in 6th International Conference on Computer Human Interaction Research and Applications | Institute for Systems and Technologies of Information, Control and Communcation | 27 January 2023 |
| 8 | Gold Medalist | Periyar University | 14 August 2008 | |
| 9 | University Rank Holder | Periyar University | 09 April 2007 |
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