1. One-day workshop on “Recent Trends in Applied Mathematics”, 3rd November 2006, Jerusalem College of Engineering.
2. Participated in One-day workshop on “Teaching Methodologies” organized by the Department of English, Anna University of Technology, Tiruchirappalli on 5th March 2011.
3. One-day workshop on “Teaching Skills and Smart Class Room Tools” at Centre for Faculty Development, Anna University, Chennai 7th January 2013.
4. Workshop on Web Service (WWS’13), 03.01.2013 to 04.01.2013, University College of Engineering, BIT Campus, Tiruchirappalli.
5. Participated in the National Seminar on Intellectual Property Rights and Biotechnology (NSIPRB-2013) -22nd February 2013, Department of Biotechnology, Anna University, BIT Campus, Tiruchirappalli – 620 024.
6. Presented a paper titled “Decision Support System for Predicting Sales Performance” International Conference on Electrical Engineering and Computer Science (ICEECS), 17th March 2013, Inter science Research Network (IRNet), Coimbatore.
7. Workshop on” Quality Initiatives in Technical & Higher Educational Institutions (in Compliance with NBA & NAAC Accreditation)- 22nd to 24th October 2013, Quality & Productivity Division, Engineering Staff College of India Autonomous Organ of the Institution of Engineers (India), Hyderabad, AP, India.
8. One-day workshop on “Quality Improvement Cell”, 3rd December 2013, Centre for Faculty Development, Anna University, Chennai – 600 025.
9. Faculty Development Programme on “Smart Teaching for the NET Generation” (Basic and Advanced Pedagogy), 9.12.2013 to 23.12.2013, Organized by National Institute of Technical Teachers Training & Research, Chennai, Government of India, MHRD.
10. TEQIP II & CSI SIGDATA Sponsored One Week Workshop on "Databases - Learning through Activity, June 23rd – 27th, 2014, Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai, Tamil Nadu.
11. Presented Paper titled “Best Arima Model to Forecast Oral Glucose Tolerance Test (OGTT) Value”, 3rd International Conference on Science and Innovative Engineering, April 4th and 5th at Jawahar engineering college, Chennai.
12. Presented Paper titled, "Cardiovascular Abnormalities and Ischemic Detection Based on Heart Beat Classification", Second International Conference on Recent Trends in Computer Science & Engineering (ICRTCSE 2014, Apollo Engineering College, Chennai.
13. Presented a paper titled “Health Care Decision Making Using Fuzzy Regression for Diabetes Disease Management” in the International Conference on Intelligent Information Technologies (ICIIT), 11th to 13th December 2014 at the Department of Information Science and Technology, College of Engineering Guindy, Anna University, Chennai.
14. SPFU-TEQIP II Sponsored workshop on “Implementation of Outcome Based Education” from 21st to 22nd April 2015, organized by Thiagarajar College of Engineering, Madurai.
15. TEQIP II Sponsored Faculty Development Programme on “Network Technologies and Security” from 04-05-2015 19-05-2015 (16 Days), organized by the Department of Computer Science and Engineering Bharathidasan Institute of Technology, Anna University Tiruchirappalli.
16. Foundation Skills in Integrated Product Development (FSIPD) Train-The-Trainer Program from 09-07-2015 to 13-07-2015 Organized by Centre for Faculty Development, Anna University, Chennai in collaboration with IT-ITes Sector Skills Council NASSCOM.
17. TEQIP- II Sponsored course on “Faculty Development Programme” Organized by Bharathidasan Institute of Technology, Anna University, Tiruchirappalli – 620 024 in association with Confederation of Indian Industry (CII) on 1st March 2016.
18. TEQIP- II Sponsored Faculty Development Programme on Top Tech Trends (T3) – Driving the future of Information Technology (DFIT), 30th June to 13th July 2016, organized by the Department of Computer Science and Engineering, Bharathidasan Institute of Technology, Anna University (BIT Campus) Tiruchirappalli.
19. National Level Workshop on “Optimisation and Simulation in Research” on 16.03.2017 organized by the Department of Industrial Engineering, Anna University, Chennai -25.
20. Centre for Faculty Development, Anna University, Chennai Sponsored, Two Week Faculty Development Training Programme on CS6660 – Compiler Design, 3rd to 15th December - 2018, organized by the Department of Computer Science and Engineering, University College of Engineering (BIT Campus) - Anna University, Tiruchirappalli.
21. National Level E-Quiz on “Big Data Systems” (NLQBDS-2k20) conducted by Department of Computer Science & IT, Kishtwar Campus, University of Jammu on 6/1/2020
22. One Day Online Webinar on “Fine-Tuning research skills for effective writing (Thesis, Article & Proposal) Organized by PG & Research Department of Commerce, Vivekanandha College of Arts and Sciences for Women (Autonomous) held on 03/05/2020,
23. Webinar on 'DEMYSTIFYING AI ALGORITHMS', organized by the Department of Computer Applications, School of Computer, Information and Mathematical Sciences, B.S. Abdur Rahman Crescent Institute of Science and Technology on 26.05.2020.
24. NPTEL Online Certification (Funded by MHRD, Govt of India), February to April 2020 (8 Week Course on Data Mining - Elite + Silver), Indian Institute of Technology Kharagpur.
25. Online Aptitude Test on Teaching Ability of the Successful Teachers, Organized by PG Department of Commerce on 06/05/2020, Sree Muthukumaraswamy College (Affiliated to University of Madras), Chennai
26. Webinar on Machine Learning with Python, 22nd to 27th June 2020, Organized by the Department of Computer Science and Engineering, Annamalai University.
27. AICTE Sponsored Six Days Online STTP on Tableau during 27th July to 01st August 2020, Organized by Department of Computer Science and Engineering, IFET College of Engineering (An Autonomous Institution), Villupuram.
28. Train- the-Trainers program on “PYTHON SKILLS” during 28th & 29th August, 2020, conducted by Centre for University – Industry Collaboration (CUIC), Anna University Chennai.
29. Presented Paper titled, “Energy Performance Prediction of Residential Buildings Using Non-Linear Machine Learning Technique”, 4TH International Conference on Innovative Computing and Communication (ICICC 2021), Organised by Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi in Association with University of Valladolid Spain and National Institute of Technology Patna, 20-21st February, 2021.
30. Faculty Development Programme on Automation and Smart Manufacturing Organized by Department of Manufacturing Engineering, College of Engineering, Anna University & Janatics India Private Limited in association with IITD- AIA Foundation for Smart Manufacturing. from 25th April 2022 to 29th April 2022.
31. Faculty Development Programme on Incubation, Entrepreneurship and Innovation – 28. 11.2022 to 04.12.2022 (07 DAYS) organized by Teaching Learning Centre, Ramanujan College, Internal Quality Assurance Cell (IQAC), University of Delhi Under The Aegis Of Pandit Madan Mohan Malaviya National Mission On Teachers And Teaching, Ministry of Education