
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | LSTM-MGTO: a novel early breast cancer detection using long short term memory based modified gorilla troops optimization algorithm | Network Modeling Analysis in Health Informatics and Bioinformatics / 14 / 1 / - | 2192-6662 | 20-Feb-2025 |
| 2 | Dysgraphia Disorder Detection and Classification Using Deep Learning Technique | SN Computer Science / 6 / 3 / - | 2662-995X | 21-Feb-2025 |
| 3 | An enhancement of machine learning model performance in disease prediction with synthetic data generation | Scientific Reports (Nature Portfolio) / / / - | 2045-2322 | 29-Sep-2025 |
| 4 | Enhancing image compression through a novel Structural Fidelity Weighted Ensemble (SFWE) model | MethodsX / 15 / / - | 2215-0161 | 01-Dec-2025 |
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | The Cyber Path to Viksit Bharat@2047 | SEMINARS | PARTICIPANT) | Bangalore | 17/02/2025 | |
| 2 | International Conference on Current trends in Information Technology | CONFERENCES | PARTICIPANT) | St.Joseph UniversityBangalore | 10/03/2025 | |
| 3 | International Conference on Current trends in Information Technology | CONFERENCES | Comparative analysis on early detection methods for Lung cancer using Machine Learning and Deep Learning models | PRESENTER) | St.Joseph UniversityBangalore | 10/03/2025 |
| 4 | SaaAI'25 | CONFERENCES | Towards Sustainable AI: Green Machine Learning Systems for Energy-Efficient And Eco-Friendly Model Deployment | PRESENTER) | CHRIST (Deemed to be University)Bangalore | 04/07/2025 |
| 5 | Utkarsh 2026 – the Eighth International Conference on “Charting the Future: AI, Ethics, and Leadership for Organizational Resilience and Change” | CONFERENCES | AI-Enabled Smart Student Engagement Platform with Hour-Wise AttendanceAnalytics and Adaptive Subject-WiseFeedback Dashboard Generation | PRESENTER) | ST.JOSEPH'S INSTITUTE OF MANAGEMENTSt.Joseph Institute of Management | 13/02/2026 |
| 6 | International Conference on Integrated Intelligence and Communication Systems (ICIICS - 2026) | CONFERENCES | AI-Enabled Document Verification Automation System: Transforming Academic Claim Processing Using Azure Document Intelligence | PRESENTER) | SHARNBASVA UNIVERSITY, KALABURAGIKALABURAGI | 20/02/2026 |
| 7 | Frontiers in Multidisciplinary Science and Technology (ICFMST-2026) | CONFERENCES | A Quantum-Resistant Blockchain Framework for Enhancing Security and Transparency in Electronic Voting Systems in India | PRESENTER) | Nrupathunga University, BengaluruBengaluru | 18/02/2026 |
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Quantum Machine Learning with Qiskit | Faculty Development Programme Quantum Machine Learning with Qiskit | 04/12/2025 | Mother Teresa Women's University,Kodikanal |
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | AI Based computing device for Banking KIT Generation | MARGARET SAVITHA P | 09-Dec-2025 |
| 2 | Mobile Cooler | KANNAN M, MANIMEKALA B, MARGARET SAVITHA P, PRIYA STELLA MARY I, UMAMAHESWARI D | 05-Jan-2025 |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | The Complete Quantum Computing Course for Beginners | Packt, Coursera | International | Participant | 22/10/2025 |
| 2 | Understanding Gen Z and Classroom Interaction | Centre for Academic and Professional Support (CAPS) CHRIST (Deemed to be University), Bangalore Yeshwanthpur Campus, | Institutional | Participant | 13/10/2025 |
| 3 | IBM RAG and Agentic AI | Coursera, IBM | International | Participant | 07/09/2025 |
| 4 | Build a computer vision app with Azure Cognitive Services | Microsoft, Coursera | International | Participant | 25/08/2025 |
| 5 | The Complete Operating Systems Course:From Zero to Hero | Udemy, Udemy | International | Participant | 05/08/2025 |
| 6 | TALES-Teaching and Learning Experience Sharing | Teaching and Learning Cell, | Institutional | Participant | 23/07/2025 |
| 7 | Recent advancements in Artificial Intelligence and ML | St.Joseph's College of Engineering,Chennai, St.Joseph's College of Engineering,Chennai | National | Participant | 30/06/2025 |
| 8 | Mastering the Art of Creating Online Course | Centre for Digital Learning at Bangalore Yeshwanthpur Campus, | Institutional | Participant | 16/06/2025 |
| 9 | Journal Identification for Publication in Scopus/WoS/ABDC and Research Profile Creation | School of Business and Management, CHRIST(Deemed to be University) Bannerghatta Road Campus, | National | Participant | 31/05/2025 |
| 10 | Business Intelligence using Python | Behara College of Engineering and Technology, PANTECH e- LEARNING - DIGITAL LEANRING | National | Participant | 19/05/2025 |
| 11 | Google Cybersecurity | Google, Coursera | International | Participant | 07/05/2025 |
| 12 | MOODLE:LMS | ESSGEE DIGISKILLS, ESSGEE DIGISKILLS | National | Participant | 03/05/2025 |
| 13 | Trustworthy Generative AI | Vanderbilt University offered by Coursera, Vanderbilt University | International | Participant | 21/04/2025 |
| 14 | ChatGPT Advanced Data Analysis | Vanderbilt University offered by Coursera, Coursera | International | Participant | 17/04/2025 |
| 15 | Prompt Engineering for ChatGPT | Vanderbilt University offered by Coursera, Vanderbilt University | International | Participant | 17/04/2025 |
| 16 | Excel Basics for Data Analysis | IBM, Coursera | International | Participant | 17/04/2025 |
| 17 | Creating design using Canva for educators | UpEducators-Google education partner, UpEducators | International | Participant | 11/04/2025 |
| 18 | Foundations of Quantum Technologies | Electronics & ICT Academies MNIT Jaipur, NIT Patna, IIT Kanpur, IIT Roorkee, IIT Guwahati, IIITDM Jabalpur, NIT Warangal, Electronics & ICT Academies MNIT Jaipur, NIT Patna | National | Participant | 11/04/2025 |
| 19 | Master Training Programme for Sustaining Learner-Centered Approach (LCA) | CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 07/04/2025 |
| 20 | Inculcating Universal Human Values in Technical Education | ALL INDIA COUNCIL FOR TECHNICAL EDUCATION NELSON MANDELA MARG, VASANT KUNJ, NEW DELHI, All India Council for Technical Education (AICTE) | National | Participant | 10/03/2025 |
| 21 | Mastering Regression in R Classical and Robust Approaches | CHRIST (Deemed to be University), Bengaluru,, | National | Participant | 22/02/2025 |
| 22 | LinkedIn Optimisation | Centre for Academic and Professional Support (CAPS) CHRIST (Deemed to be University), Yeshwanthpur, | Institutional | Participant | 07/02/2025 |
| 23 | Artificial Intelligence, Machine Learning & Deep Learning | CHRIST (Deemed to be University), Bengaluru,, | Institutional | Participant | 22/01/2025 |
| 24 | Advanced Statistical Techniques for Academic Excellence in Data Analytics | Department of Statistics and Data Science & Department of Computer Science, | National | Participant | 22/10/2024 |
| 25 | Two day workshop on GenAI for Educators-Transforming Education | Christ University, | International | Participant | 25/07/2024 |
| 26 | Generative AI for Educators Certificate | Google, | International | Participant | 24/07/2024 |
| 27 | Introduction to Neural Network | Simplilearn|SkillUp, | International | Participant | 19/07/2024 |
| 28 | INNOVATING WITH GOOGLE CLOUD AI | Google cloud -simplilearn|SkillUp, | International | Participant | 18/06/2024 |
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Reviewer | 4th IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems 2024 (IEEE SPICES 2024) | Indian Institute of Information Technology, Kottayam | 22 September 2024 |
| 2 | Best paper | Best paper titled latning and Aeep eaunin� Tuhaigues at International Conference on Current Trends in Information Technology organised by School of Information Technology, St Joseph's University, Bengaluru | ST JOSEPH'S UNIVERSITY 36 LALBAGH ROAD, BENGALURU-560027 | 10 March 2025 |
| 3 | In recognition of the commitment to achieve professional excellence | Excel Essentials for Data Analytics | IBM | 21 April 2025 |
| 4 | Reviewer | IEEE Connect | 10 July 2025 | |
| 5 | Trainer | Christ University | 11 June 2025 | |
| 6 | Reviewer | IEEE International Conference on Transformative Computing Technologies | IEEE /Acharya Institute of Graduate Studies | 18 September 2025 |
| 7 | Resource person | Faculty Development Programme on Applications of Artificial Intelligence for the the faculty members of Maris Stella College, Vijayawada, Andhra Pradesh, | Maris Stella College, Vijayawada, Andhra Pradesh, | 01 November 2025 |
| 8 | Program Committee Member and Reviewer in the 3rd World Congress on Smart Computing (WCSC 2026) | CERTIFICATE OF APPRECIATION -This is to certify that Margaret Savitha has provided valuable support and cooperation as a Program Committee Member and Reviewer in the 3rd World Congress on Smart Computing | International Auditors for Digital and Data Management Association, Bangkok Thailand | 10 January 2026 |
| 9 | Meta Reviewer & Technical Program Committee Member for the IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | Margaret Savitha from Christ University has served as a Meta Reviewer & Technical Program Committee Member for the IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025), organized by the Department of Computer Science, C | CHRIST (Deemed to be University), Bangalore | 19 December 2025 |
| 10 | In recognition of serving as a resource person for the Three-Day QualityImprovement Programme (QIP) on the topic “Innovation, Research and Collegiality”, organized by Department of Computer Science . | In recognition of serving as a resource person for the Three-Day Quality Improvement Programme (QIP) on the topic “Innovation, Research and Collegiality”, organized by Department of Computer Science at CHRIST (Deemed to be University) Bangalore Yeshwanthpur Campus held on 11 to 13 March 2026 | CHRIST (Deemed to be University), Bangalore | 13 March 2026 |
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | UMAMAHESWARI D,,BALAKRISHNAN C ,HEMANTH K S,JAYAPRIYA J,JULIET ROZARIO,KALPANA P,KANNAN M,KAVITHA,MANIMEKALA B,MARGARET SAVITHA P,PRIYA STELLA MARY I,VINAY M | Two-week virtual Faculty Development Programme on Applications of Artificial Intelligence | RESEARCH_CONSULTANCY |