| Sl.No. | Type of Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | Conference | Presenter | 7th Global Conference on Computing and Media Technology (GCMT) | Risk-Based Authentication System using Hierarchical Sub-Feature Based Model -(HSFBM) | 07/09/2023 | Asia pacific University of Technology and Innovation | International |
| Sl.No. | Title of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Applied Machine Learning | Workshop | 27/03/2024 | St Joseph Engineering College |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Oraganiser | Level | Date |
| 1 | FDP on Research and Technical Skill Enhancment | Data Science | National | 02/01/2023 |
| 2 | Effective Teaching Strategies | Data Science | Institutional | 09/04/2022 |
| 3 | Foundation of Statistics for Data Science | Christ (Deemed to be University) | Institutional | 26/06/2021 |
| 4 | Nuances of Scientific Research | Data Science Department | Institutional | 18/05/2021 |
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