Resource Person for two days Hands on Workshop on Deep Drive with Visual Analytics between 5th - 6th October 2018 at Data Science and Analytics Centre, Karpagam College of Engineering, Coimbatore.

Resource person for CSIR Sponsored two Days National Level Seminar on  "Augmented Reality and Deep Learning with its Applications in Medical Diagnosis" on 21st and 22nd Nov 2019 at Karpagam College of Engineering Coimbatore. 

Delivered a Lecture through on-line Webinar on  "Towards Data Science for Engineers - A Research Perspective" to P.T.Lee Chengavaraya Maicker College of Engineering and Technology on 07.06.2020.

Resource Person for a Six days Faculty Development Programme on Recent Trends in Information Technology  16th Jul 2020 at St. Joesph's Institute of Technology, Chennai. 

Delivered a Guest Lecture on "Challenges and Opportunities in Data Science" on 25th February  2023 at KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore.

Delivered a lecture on "Data Analysis in Breast Cancer Data using Machine Learning Techniques" in a National Level Three Day Online Workshop on 2"Modern Ideas & It's Application - Artificial Intelligence and Machine Learning" Organized by  St. Martin's Engineering College, Secunderabad between 10th Jul and 12th Jul 2021. 

Delivered a lecture on "Improving Citations in Scientific Research: Best Practices for Researchers" on 04.01.2024 at Panimalar Engineering College, Chennai. 

Delivered a lecture on "An analysis of Breast Cancer using Machine Learning Techniques" on 05.11.2024 during the ATAL Faculty Development Programme on "Artificial Intelligence Solution in Healthcare" organized by St. Joseph's University, Bangalore between 04.11.2024 and 09.11.2024.

Delivered a lecture on "Handling Dataset" on 27.12.2024 during the online Faculty Development Programme on Decoding AI: An AIML Workshop" organized by E.G.S. Pillay Engineering College, Nagapattinam. 

Delivered a lecture on "Ignite Research: Transforming Ideas into Global Publications" on 26.11.2025 organized by School of Computer Science and Engineering, Presidency University, Bengaluru.