Dr SIVAKUMAR R
MCA, MBA, MPhil, PhD
ASSOCIATE PROFESSOR
MCA, MBA, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Periodicals
| Sl.No. | Title | Name of Periodical | Periodicity | Date |
| 1 | Federated Learning for Healthcare Transformation: Collaboration of Intelligence without Privacy Compromise | Data Cruise | Annual | 19/11/2025 |
| 2 | Digital Twins and their Potential in Accelerating Health Equity | Infospace | Annual | 22/08/2025 |
| 3 | Gamification and its Areas of Application | Infobahn - A Biannual IT Magazine | Biannual | 06/09/2018 |
| 4 | Virtual Worlds and its Virtual Currencies | INFOBAHN | Biannual | 06/09/2017 |
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | A Deep Ensemble Framework for DDoS Attack Recognition and Mitigation in Cloud SDN Environment | Journal of Computer Science / 20 / 10 / 1281 - 1290 | 1549-3636 | 05-Aug-2024 |
| 2 | Enhancing rainwater harvesting and groundwater recharge efficiency with multi-dimensional LSTM and clonal selection algorithm | Groundwater for Sustainable Development / / / - | 2352-801X | 25-Mar-2024 |
| 3 | An efficient deep learning based stress monitoring model through wearable devices for health care applications | optical and quantum electronics / 2 / / - | 1997-2024 | 15-Dec-2023 |
| 4 | An hybrid technique for optimized clustering of EHR using binary particle swarm and constrained optimization for better performance in prediction of cardiovascular diseases | Measurement:Sensors / 25 / 25(C) / - | 2665-9174 | 17-Dec-2022 |
| 5 | Cardiovascular Disease Prediction through Ensembled Transfer Learning on Cardiac Magnetic Resonance Imaging | Journal of Computer Science / 18 / 11 / 1005 - 1020 | 1549-3636 | 02-Nov-2022 |
| 6 | An Empirical Review of DDOS Attack Mitigation System on SDN Using Cloud Environment | Webology / 19 / 1 / 283 - 294 | 1735-188X | 03-Jan-2022 |
| 7 | Corpus based sentimenal movie review analysis using auto encoder convolutional neural network | Journal of Discrete Mathematical Sciences and Cryptography / 24 / 8 / 2323 - 2339 | 0972-0529 | 27-Dec-2021 |
| 8 | Twitter data analysis using Hadoop ecosystems and Apache Zeppelin | Indonesian Journal of Electrical Engineering and Computer Science / 16 / 3 / 1490 - 1498 | 2502-4752 | 01-Dec-2019 |
| 9 | Hybrid approach: Naive Bayes and sentiment VADER for analyzing sentiment of mobile unboxing video comments | International Journal of Electrical and Computer Engineering / 9 / 5 / 4452 - 4459 | 2088-8708 | 01-Nov-2019 |
| 10 | Implementation of FOAF, AIISO and DOAP ontologies for creating an academic community network using semantic frameworks | International Journal of Electrical and Computer Engineering / 9 / 5 / 4302 - 4310 | 2088-8708 | 01-Oct-2019 |
| 11 | Human Behavior Analysis of BBC-News Comments Posted on Facebook Using Lexicon-rule based Approach | Journal of Advanced Research in Dynamical and Control Systems / 11 / 06 / 1648 - 1655 | 1943-023X | 20-Jun-2019 |
| 12 | Implementation of Hybrid Machine Learning Approach for Intrusion Detection System | Journal of Advance Research in Dynamical and Control Systems / 11 / 06 / 49 - 55 | 1943-023X | 10-May-2019 |
| 13 | Author Profiling: Age Prediction of Blog Authors and Identifying Blog Sentiment | Journal of Advanced Research in Dynamical and Control Systems / 11 / 06 / 1 - 7 | 1943-023X | 10-May-2019 |
| 14 | Secured and Trustable Routing Framework for Users in Wireless Sensor Network Environment | Journal of Advanced Research in Dynamical and control systems / - / 01-Special Issue / 388 - 397 | 1943-023X | 06-Mar-2018 |
| 15 | An enhancing reversible data hiding for secured data using Shuffle block key encryption and histogram bit shifting in cloud environment | Cluster Computing-The Journal of Networks, Software Tools and Applications / not assigned / not assigned / 1 - 9 | 1386-7857 | 24-Feb-2018 |
| 16 | An enhancing reversible data hiding for secured data using shuffle block key encryption and histogram bit shifting in cloud environment | Cluster computing / - / - / 1 - 9 | 1386-7857 | 24-Feb-2018 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2022 4th International Conference on Circuits, Control, Communication and Computing (I4C) | SIVAKUMAR R,IEEE | / | |
| 2 | 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) | SIVAKUMAR R,YONG WOON KIM,IEEE XPLORE | / | |
| 3 | Lecture Notes in Networks and Systems -Data Science and Security - Proceedings of IDSCS 2021 | SIVAKUMAR R,SIBU CYRIAC,NIDHIN RAJU,SAMIKSHA SHUKLA,AYNUR UNAL ,JOSEPH VARGHESE KUREETHARA,DURGESH KUMAR MISHRA,DONG SEOG HAN | 978-981-16-4486-3 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 6th International Conference on "Public Key Infrastructure and its Applications (IEEE PKIA 2025)" | Conference | Participant) | Centre for Development of Advanced Computing (C-DAC)Bangalore | 03/09/2025 | |
| 2 | International Conference on Sustainable Innovations in Statistics and Data Science | Conference | LLM Based NLP Framework for Medical Text Summarization | Presenter) | Christ UniversityBangalore | 27/03/2025 |
| 3 | International Conference on Sustainable Innovations in Statistics and Data Science | Conference | Genre-Based Sarcasm Detection in Sentiment Analysis Insights from YouTube Comments on English Short Movies | Presenter) | Christ UniversityBangalore | 27/03/2025 |
| 4 | AWS Innovate Conference - Generative AI + Data | Conference | Participant) | Amazon Web ServicesOnline | 06/03/2025 | |
| 5 | International Conference on Statistics and Data Analytics (ICSDA 2025) | Conference | Participant) | Loyola College, ChennaiLoyola College, Chennai | 06/03/2025 | |
| 6 | Webinar on Introduction to Open Research | Seminar | Participant) | Taylor and Francis GroupOnline | 26/02/2025 | |
| 7 | DRDO Sponsored National Seminar on "Quantum Cryptography: Unleashing Secure Communication" | Seminar | Participant) | Christ UniversityBangalore | 03/10/2024 | |
| 8 | AWS Innovate Online Conference | Conference | Participant) | Amazon Web ServicesOnline | 26/09/2024 | |
| 9 | 12th International Conference on Recent Challenges in Engineering and Technology | Conference | Evaluating the Impact of Green Hydrogen: A Sentiment Analysis Approach | Presenter) | Institute For Educational Research and Publication (IFERP)Bangalore | 23/04/2024 |
| 10 | International Conference on Sustainable Advanced Computing - 2024 | Conference | Deep Crypto Forecast: An Integrated Approach for Crypto Currency Price Prediction Utilizing Deep Learning Models | Presenter) | Christ UniversityBangalore | 22/03/2024 |
| 11 | International Conference on Sustainable Advanced Computing 2024 | Conference | Moderator/Chair) | Christ UniversityBangalore | 22/03/2024 | |
| 12 | AWS Builder Online Series | Conference | Participant) | Amazon Web ServicesOnline | 18/01/2024 | |
| 13 | AWS-AWSOME DAY ONLINE CONFERENCE | Conference | Participant) | Amazon Web ServicesOnline | 16/11/2023 | |
| 14 | AWS Innovate Online Conference | Conference | Participant) | Amazon Web ServicesOnline | 26/10/2023 | |
| 15 | Webinar on Ethics Spotlight: Authorship, Conflicts of Interest & AI | Seminar | Participant) | Taylor & Francis GroupOnline | 12/10/2023 | |
| 16 | Webinar on Science Communication and Public Engagement: The Power of Diverse Voices in Research | Seminar | Participant) | Taylor and Francis Group Online | 10/10/2023 | |
| 17 | National Semnar on Institutionalizing Quality Culture in Higher Education Institutions | Seminar | Participant) | Christ UniversityBangalore | 07/09/2023 | |
| 18 | Webinar on Designing Course Outcomes and Outcomes-focused Questions | Seminar | Participant) | InPods Ed-techOnline | 04/08/2023 | |
| 19 | XVI Biennial Conference Of International Biometric Society-Indian Region | Conference | Moderator/Chair) | Christ UniversityBangalore | 30/03/2023 | |
| 20 | XVI Biennial Conference Of International Biometric Society-Indian Region | Conference | Participant) | Christ UniversityBANGALORE | 30/03/2023 | |
| 21 | International Webinar on Introduction to Autonomous Vehicle Sensors | Seminar | Participant) | Christ UniversityOnline | 26/01/2023 | |
| 22 | 2nd International Conference on Computing and Intelligent System | Conference | Machine Learning based extrapolation of Diabetes Mellitus: An experimental analysis | Presenter) | Sri Krishna Adithya CollegeCoimbatore | 24/01/2023 |
| 23 | International Conference on Circuits, Control, Communication and Computing I4C-2022 | Conference | Co-presenter) | Ramaiah Institute of Technology Bangalore | 21/12/2022 | |
| 24 | Amazon Ai Conclave Online | Conference | Participant) | Amazon Web ServiceOnline | 21/12/2022 | |
| 25 | Webinar on "Designing Course Outcomes and Outcome-focused questions" | Seminar | Participant) | InPods Ed-techOnline | 04/11/2022 | |
| 26 | Ace Statistical Thinking for Research | Seminar | Participant) | Wiley Advanced Webinar SeriesOnline | 07/09/2022 | |
| 27 | Master Data Analysis and Visualizations using R | Seminar | Participant) | Wiley Advanced Webinar SeriesOnline | 31/08/2022 | |
| 28 | Webinar on "Everything you wanted to know about Data Science" | Seminar | Participant) | WILEY PublishersOnline | 24/08/2022 | |
| 29 | FUTURAMA 3.0, A WEB 3.0 NATIONAL CONFERENCE | Conference | Participant) | Christ UniversityBANGALORE | 04/08/2022 | |
| 30 | AWS Builders Online Series | Conference | Participant) | Amazon Web ServicesOnline | 14/07/2022 | |
| 31 | International Conference on Current Trends in Advanced Computing | Conference | Moderator/Chair) | Kristu Jayanti College (Autonomous)Bangalore | 16/06/2022 | |
| 32 | AWS Innovate - AI/ML Edition Online Conference | Conference | Participant) | Amazon Web ServicesOnline | 24/02/2022 | |
| 33 | International Webinar on "Recent Trends in Automated Testing" | Seminar | Participant) | Sathyabama Institute Of Science And TechnologyOnline | 25/01/2022 | |
| 34 | International Webinar on ?"Decision Science and Intelligence in the Context of an AI/ML Driven World" | Seminar | Participant) | PSG Institute of Technology and Applied Research, CoimbatoreOnline | 10/12/2021 | |
| 35 | Awsome Day Online Conference | Conference | Participant) | Amazon Web ServicesONLINE | 30/09/2021 | |
| 36 | International Conference on Computing and Intelligent System ( ICCIS?21 ) | Conference | Co-presenter) | Christ UniversityCoimbatore | 25/08/2021 | |
| 37 | AWS Innovate - Data Edition | Conference | Participant) | Amazon Web ServicesOnline | 19/08/2021 | |
| 38 | International Webinar on "Autonomous Vehicles: Past and Present" | Seminar | Participant) | PSG Institute of Technology and Applied ResearchCoimbatore | 05/06/2021 | |
| 39 | National Level Webinar on "Artificial Intelligence" | Seminar | Participant) | Nehru Institute of Engineering and Technology, CoimbatoreCoimbatore | 20/05/2021 | |
| 40 | International Conference on Data Science, Computation and Security (IDSCS-2021) | Conference | Comparison of Full Training and Transfer Learning in Deep Learning for Image Classification | Co-presenter) | Christ UniversityLavasa, Pune | 16/04/2021 |
| 41 | International Conference on Sustainable Advanced Computing[ICSAC 2021] | Conference | Participant) | Christ UniversityOnline | 05/03/2021 | |
| 42 | Webinar on PO-CO Attainment Computation | Seminar | Participant) | InPods Ed-techOnline | 25/11/2020 | |
| 43 | AWSome Day Online Conference | Conference | Participant) | Amazon Web ServicesOnline | 04/11/2020 | |
| 44 | Webinar on Abstracting & Indexing | Seminar | Participant) | Springer NatureOnline | 09/09/2020 | |
| 45 | Webinar on Data To Action Using Spreadsheet | Seminar | Participant) | Gramener & CleverInsightOnline | 23/08/2020 | |
| 46 | Webinar on "Data Cleaning using Python" | Seminar | Participant) | Government Arts College, CoimbatoreCoimbatore | 14/07/2020 | |
| 47 | Webinar on "Data as the new oil and the new gold in market place" | Seminar | Participant) | Christ UniversityBangalore | 18/06/2020 | |
| 48 | Webinar on "Machine Learning Taxonomy using Python" | Seminar | Participant) | Christ UniversityBangalore | 29/05/2020 | |
| 49 | Semantic Web-An Overview of Protege | Seminar | Participant) | VELS Institute of Science,Technology&Advanced StudiesOnline | 28/05/2020 | |
| 50 | Webinar on Data Driven Decision Making Using AI | Seminar | Participant) | Adithya Institute of Technology, CoimbatoreCoimbatore | 06/05/2020 | |
| 51 | AWS Innovate Online Conference-AI/ML Edition | Conference | Participant) | Amazon Web ServicesOnline | 19/02/2020 | |
| 52 | Intelluctual Property Rights with Focus on Patents | Seminar | Participant) | Christ UniversityChrist University. Bangalore | 08/02/2020 | |
| 53 | One Day National Seminar on Big Data Analytics | Seminar | Participant) | Christ UniversityBangalore | 20/09/2019 | |
| 54 | CSIR Sponsored National Seminar on Recent Trends in Cognitive Machine Learning | Seminar | Participant) | Karpgam College of Engineering, CoimbatoreCoimbatore | 29/08/2019 | |
| 55 | AWS Innovate 2019 Online Conference - Global Edition | Conference | Participant) | Amazon Web ServicesOnline | 18/07/2019 | |
| 56 | International Conference on Sustainable Advanced Computing and Statistical Techniques | Conference | Participant) | Christ UniversityBangalore | 27/02/2019 | |
| 57 | International Conference on Sustainable Advanced Computing | Conference | Participant) | Christ UniversityBangalore | 02/03/2018 | |
| 58 | National Seminar on "Internet of Things - IoT" | Seminar | Participant) | Christ UniversityBengaluru | 12/09/2017 | |
| 59 | International Conference on Computing Intelligence and Applications | Conference | Queueing Network using Job Scheduling | Presenter) | Dr.SNS Rajalakishmi College of Arts and ScienceCoimbatore | 29/07/2017 |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | RELIABLE LOAD DISTRIBUTION USING INTUITIONISTIC FUZZY FOR OPTIMAL FAULT TOLERANCE AND CLUSTER HEAD SELECTION IN MANET | Swornambiga.S.P. | Manonmaniam Sundaranar University | Examiner | ||
| 2 | Design And Development Of Bioinspired Optimization Based Multipath Clustered Routing Schemes For Load Balancing In Heterogeneous Mobile Adhoc Networks | ARUNA DEVI P | Bharathiar University | Examiner | ||
| 3 | The Unified framework for distributed Multi constrained Channel The Unified framework for distributed Multi constrained Channel Access Mechanism for Mobile Adhoc Network | GOMATHI U | BHARATHIAR UNIVERSITY | Examiner | ||
| 4 | A Comprehensive Framework for Predicting Cryptocurrency Price Using Deep Learning Models | AGRATA GUPTA | Christ University | Supervisor | Ongoing | April 2023 |
| 5 | Trusty Mobile Agent Based Secure Aodv Mobile Computing Approach With Qos In Manet | JOHN GRASIAS S | BHARATHIAR UNIVERSITY | Examiner | ||
| 6 | Certain Investigation On Building An Efficient And Robust Vanet Based On Software-Defined Network | SAVITHA K | Bharathiar University | Examiner | ||
| 7 | An Investigation Of Artificial Intelligence Based Methods For Covid-19 Severity Level Prediction | JINU PAULSON S | BHARATHIAR UNIVERSITY | Examiner | ||
| 8 | AN IMPROVED DEEP LEARNING BASED DDoS ATTACK DETECTION AND CLASSIFICATION IN SOFTWARE DEFINED NETWORK BASED CLOUD ENVIRONMENT | ANNIE CHRISTILA S | Christ University | Supervisor | Awarded | June 2025 |
| 9 | Early Predictive Analysis Of Alzheimers Disease Using Image Processing Techniques | Archana Gopinadhan | Bharathiar University | Examiner | ||
| 10 | Big Data And Machine Learning For Covid-19 Severity Prediction And Long Covid Complication Analysis: A Computational Approach | HARI PRIYA N | BHARATHIAR UNIVERSITY | Examiner | ||
| 11 | . | MITHUN D J | Christ University | Supervisor | Ongoing | September 2025 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | SMART 3D PRINTER HUB | SIVAKUMAR R,DR.T.NALLUSAMY,DR.RAVIKUMAR M,DR.MUTHURAMAN SUBBIAH,DR.K.RANI,MR.Y.BHASKARARAO,D.VIKNESHKUMAR,DR.V.KANNAN | 07-Nov-2024 |
| 2 | IOT BASED DEVICE FOR ELECTRONIC FUND TRANSFER | SIVAKUMAR R,DR. V. SENTHIL MURUGAN,DR . MANOJ ANANDAKUMARI SANKARAN,VALLIAPPAN RAJU,DR. ATUL KUMAR,DR . VIJAY SINGH,MRS. B.SUMATHI,DR. KANNAN VELLINGIRI | 19-Jan-2024 |
| 3 | EEG based Brain computer interface | KIRUBANAND V B,SIVAKUMAR R,DALVIN VINOTH KUMAR A,DR V KANANAN,DHARANI M,PUSPRAJ SINGH RAJAWAT | 17-Sep-2023 |
| 4 | DETECTION AND CLASSIFICATION OF EYE CANCER USING DEEP LEARNING TECHNIQUE | SIVAKUMAR R,DR. K. DHARMARA JAN,MRS .C.KIRUTHIGA,DR. M. ASHOK KUMAR,DR. PRITHVIRA J SINGH SOLANKI,THAKOR KIRANBEN BABUJI,G.INBASAKARAN,DR. N.B. MAHESH KUMAR,DR.V.KARHI,DR. SIDDHARTHA SANKAR BISWAS,DR.SIVAKUMAR R, DR.V.KARHI | 15-Sep-2023 |
| 5 | Automatic detection and classification of eye disease using convolution neural network and image processing | SIVAKUMAR R,DR.D.BASWARAJ,MADHAVI UDAYBHAN SHAMKUWAR,DR.K.SREERAMA MURTHY,B.SUBHASHREE,DR. SASMITA KUMARI NAYAK,M.SEENI SYED RAVIYATHU AMMAL,J LOGESHWARAN,DR. V.KANNAN,DR. D. BASWARAJ,DR K SREERAMA MURTHY,MRS. B.SUBHASHREE | 01-Nov-2022 |
| 6 | Supervised Machine Learning Technique for Efficient Management of Cloud Resources | SIVAKUMAR R,KIRUBANAND V B,ANBARASU DHANDAPANI,P.PREETHA,G.DEEPALAKSHMI,BRINDHA K,DR.PVS SIVA PRASAD,DR.P.NIVETHITHA, DR.SUNIL SOMNATHKADLAG,SUGANTHA PRIYA | 19-Sep-2022 |
| 7 | Impact on Block chain Technology in Public Sector of India | SIVAKUMAR R,KIRUBANAND V B,DR.ILA. NAKKEERAN,DR. SHANTANU KUMAR SAHU,MRS.R.HEMALATHA,DR.R.AMUTHA,MR.J LOGESHWARAN,MR. S. SIVAGNANA BHARATHI,DR.N.MUTHUSELVI,DR.V.KARTHI,DR. V.KANNAN | 21-Aug-2022 |
| 8 | SECURE IMAGE RETRIEVAL AND CLASSIFICATION FRAMEWORK FOR IOT BASED HEALTHCARE SYSTEMS USING DEEP NEURAL NETWORKS | SIVAKUMAR R,KIRUBANAND V B, DR.ANANTHI SHESHASAAYEE ,DR.J.VANDARKUZHALI ,DR.M.SAVITHA DEVI,DR.S.ANGELIN SOPHY,ANUSUYA. S ,KARTHICA. M ,SILAMBARASAN S ,SHOWKAT AHMAD DAR, DR.P.THIRUVANNAMALAISIVASANKAR ,DR.ANANTHI SHESHASAAYEE | 19-Jun-2022 |
| 9 | System and Method for Detecting Lung Cancer using Intelligent Image Pattern Recognition Technique | SIVAKUMAR R,SENTHILNATHAN T,PRABU P,THOUNAOJAM RUPACHANDRA SINGH,DR.J.VANDARKUZHALI,DR.P.SHANMUGA SUNDARI,P.ANU,RAMANI G,L. SHEEBA,M. SELVANAYAKI,DR. N.M.MALLIKA,DR.P.SHANMUGA SUNDARI | 16-May-2022 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | SignRobot : AI Model to detect the Indian sign Language and convert into text and Voice | DALVIN VINOTH KUMAR A, SIVAKUMAR R | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | "Innovative Pedagogical Practices and Assessment Techniques in Higher Education" | TLEC, Department of Statistics and Data Science, CHRIST University, | Institutional | Participant | 07/07/2025 |
| 2 | Faculty Development Program 2025 | Human Resource Development Centre, CHRIST(Deemed to be University), | Institutional | Participant | 19/05/2025 |
| 3 | 1st Summer School on Deep Learning: Shaping the Future of AI | PDPM IIITDM Jabalpur, PDPM IIITDM Jabalpur | International | Participant | 19/05/2025 |
| 4 | Introduction to Generative AI | Coursera and Google cloud, Coursera | International | Participant | 10/02/2025 |
| 5 | 5-Days Quality Improvement Programme on "Capacity Building for Faculty with Respect to Curriculum" | Department of Statistics and Data Science, | Participant | 23/09/2024 | |
| 6 | Online course on Introduction to Data Studio | Google Analytics Academy, | International | Participant | 19/07/2024 |
| 7 | 7-Days Yoga Workshop | Department of Chemistry, CHRIST(Deemed to be University), | Institutional | Participant | 12/06/2024 |
| 8 | Online course on Effective Problem-Solving and Decision-Making | Coursera, Coursera | International | Participant | 10/06/2024 |
| 9 | International Teaching Week (ITW2024) | Department of Statistics and Data Science, | International | Participant | 18/03/2024 |
| 10 | Scaffolding Adult Learning Through Learner-Centered Approach? | Teaching Learning Enhancement Cell (TLEC), | Institutional | Participant | 28/02/2024 |
| 11 | 7 Days Online International Faculty Development Program | Department of Computer Science, CHRIST(Deemed to be University), | International | Participant | 20/01/2024 |
| 12 | Faculty Development Programme 0n "Innovate with AI-Use Cases Contemporary and Future" | Department of CSE-AI, Sri Venkateswara College of Engineering, Sri Venkateswara College of Engineering, Bangalore | National | Presenter | 28/11/2023 |
| 13 | MOOC course on Internet of Things 101 | Infosys Springboard, Infosys Springboard | International | Participant | 22/06/2023 |
| 14 | 6-Days Yoga Workshop | Department of Chemistry, CHRIST(Deemed to be University), | Institutional | Participant | 12/06/2023 |
| 15 | Faculty Development Programme | Staff Development College, CHRIST(Deemed to be University), | Institutional | Participant | 05/12/2022 |
| 16 | FDP on "Research Project Proposal Writing" | Department of Statistics and Data Science, | Institutional | Participant | 18/11/2022 |
| 17 | FDP on "Research, Innovation and IPR" | Department of Statistics and Data Science, | Institutional | Participant | 25/08/2022 |
| 18 | FACULTY DEVELOPMENT PROGRAMME I - 2022 | CEDBEC & IQAC, CHRIST(DEEMED TO BE UNIVERSITY), | Institutional | Participant | 06/07/2022 |
| 19 | Faculty Development Program on "Data Visualisation using Tableau" | Department of Statistics, CHRIST(Deemed to be University), | Institutional | Invited Resource Person/Trainer | 12/07/2021 |
| 20 | 6 Days Faculty Development Program on "Emerging Trends in Cyber Security" | Department of Computer Science, CHRIST(Deemed to be University), | Institutional | Participant | 12/07/2021 |
| 21 | One Week Faculty Development Program on PYTHON | E&ICT Academy, IIT Kanpur, E&ICT Academy, IIT Kanpur | National | Participant | 05/07/2021 |
| 22 | Three Days Virtual FDP on "NAAC-A Way Forward" | IQAC, Sri Vasavi College, Erode, Sri Vasavi College, Erode | National | Participant | 08/06/2021 |
| 23 | FDP on "Recent Challenges in Computer Science Research" | Department of Computer Science, CHRIST(Deemed to be University), | Institutional | Participant | 17/05/2021 |
| 24 | FDP on "Nurturing Academic Leadership-A multidimensional perspective" | Departments of Computer Science and Statistics, | Institutional | Participant | 26/04/2021 |
| 25 | 5 Days Quality Improvement Program on Hybrid Teaching | Staff Development College, CHRIST (Deemed to be University), | Participant | 02/03/2021 | |
| 26 | Python Classes and Inheritance | COURSERA, COURSERA | International | Participant | 20/08/2020 |
| 27 | Python Data Analysis | COURSERA, COURSERA | International | Participant | 20/08/2020 |
| 28 | Bootcamp: Hands-on Foundational Data Science | CleverInsight, CleverInsight, Bangalore | National | Participant | 17/07/2020 |
| 29 | Online FDP on "Machine Learning-The Next Generation Aspects" | Department of Computer Applications, Dr.SNS Rajalakshmi College of Arts and Science, Dr.SNS Rajalakshmi College of Arts and Science | National | Participant | 04/06/2020 |
| 30 | FDP in "Emerging Trends and Applications in IOT" | Nirmala College for Women (Autonomous), Nirmala College for Women (Autonomous) | National | Participant | 30/05/2020 |
| 31 | FDP on "AI based Proctoring in Next Generation Education" | Shasun Jain College for Women, Shasun Jain College for Women | International | Participant | 23/05/2020 |
| 32 | Quality Improvement Program on Online Teaching | Academic Staff College, CHRIST(Deemed to be University), | Participant | 22/04/2020 | |
| 33 | Introduction to Data Analytics for Business | COURSERA, COURSERA | International | Participant | 21/04/2020 |
| 34 | Online course on Big Data, Artificial Intelligence, and Ethics | COURSERA, COURSERA | International | Participant | 16/04/2020 |
| 35 | Online Faculty Development Programme | Spoken Tutorial Project, IIT Bombay, Vivekanandha College of Engg for women &IIT Bombay | National | Participant | 11/04/2020 |
| 36 | Workshop on Neural Networks and Deep Learning Projects | Department of Computer Science, | Institutional | Participant | 14/12/2019 |
| 37 | FDP on Neural Networks and Deep Learning | Department of Computer Science, | Institutional | Participant | 23/11/2019 |
| 38 | Workshop on Capacity Building for Constructive Alignment | Teaching Learning Enhancement Cell, | Institutional | Participant | 04/10/2019 |
| 39 | Workshop on Machine Learning | Department of Computer Science, | Institutional | Organiser & Participant | 13/09/2019 |
| 40 | Introduction to Machine Learning | NPTEL, IIT, Kharagpur | National | Participant | 01/07/2019 |
| 41 | Introduction to Machine Learning | NPTEL-AICTE, NPTEL-AICTE | National | Participant | 01/07/2019 |
| 42 | QIP on Pedagogic and Evaluation Practices | Department of Computer Science, | Participant | 27/05/2019 | |
| 43 | QIP on Pedagogic and Evaluation Practices | Department of Computer Science, | Participant & Presenter | 20/05/2019 | |
| 44 | NPTEL Online Certification | NPTEL, IIT Kharagpur | National | Participant | 08/08/2018 |
| 45 | MOOC course on Python | Udemy, Udemy | International | Participant | 04/06/2018 |
| 46 | Orientation Programme-Level 2 | Academic Staff College, | Participant | 28/05/2018 | |
| 47 | QIP on Outcome Based Education | Department of Christ University, | Participant | 21/05/2018 | |
| 48 | Workshop on Open Source Programming Tools | Mepco Schlenk Engineering College, Mepco Schlenk Engineering College | National | Participant | 11/05/2018 |
| 49 | Hands on Training Programme on Internet of Things | Department of Computer Science, CHRIST University, | Institutional | Organiser & Presenter | 16/12/2017 |
| 50 | Hands on Training Programme on Internet of Things | CHRIST University, | Institutional | Organiser & Presenter | 09/12/2017 |
| 51 | Hands-on Training on Internet-of-Things (IOT) | Christ University in association with Breadware Inc., Bengaluru, | Institutional | Participant & Presenter | 23/10/2017 |
| 52 | CSA Orientation | CSA, Christ University, | Participant | 03/10/2017 | |
| 53 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 09/08/2017 |
| 54 | Orientation Programme | Academic Staff College, Christ University, | Participant | 01/08/2017 | |
| 55 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 26/07/2017 |
| 56 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 26/07/2017 |
| 57 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 19/07/2017 |
| 58 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 12/07/2017 |
| 59 | Advanced Teaching Skills | CAPS, Christ University, | Institutional | Participant | 05/07/2017 |
| 60 | Induction Programme | Academic Staff College, Christ University, | Participant | 03/06/2017 | |
| 61 | Teaching Learning Process | Department of Computer Science, Christ University, | Participant | 23/05/2017 | |
| 62 | Teaching Learning Process | Department of Computer Science, Christ University, | Participant | 11/05/2017 | |
| 63 | Teaching Learning Process | Department of Computer Science, Christ University, | Participant | 09/05/2017 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Certificate of Excellence | Outstanding presentation of the paper entitled Paramountcy of Predicting Diabetes Mellitus Using Machine Learning : An Experimental Analysis | Sri Krishna Adithya College of Arts & Science | 26 August 2021 |
| 2 | Certificate of Appreciation | Organizing Committee member of Primal Research Ideas in Science and Management (PRISM-2021), a research idea contest organized by CHRIST(Deemed to be University) in association with Indo-Korea Science and Technology Center. | CHRIST(Deemed to be University) in association with Indo-Korea Science and Technology Center. | 14 December 2021 |
| 3 | Certificate of Appreciation | Participated as a Program Committee Member and Reviewer in the Congress on Intelligent Systems | CHRIST(Deemed to be University) in association with Soft Computing Research Society | 06 September 2022 |
| 4 | Certificate of Appreciation | Reviewer of Articles submitted for the XV! BIENNIAL CONFERENCE OF INTERNATIONAL BIOMETRIC SOCIETY - INDIAN REGION | DEPARTMENT OF STATISTICS & DATA SCIENCE, CHRIST(Deemed to be University), Bangalore | 31 March 2023 |