- Importance of Analytics in Research, FDI Program, Adi Shankara Business School &International Association of Marketing Profession, 14th June 2018
- Data analysis using SPSS and Sigma Plot, ASA training programme on Data Analytical Procedures and Techniques and use of Software in Computational Statistics, State Academy on Statistical Administration, Thiruvananthapuram, Kerala
- Three Day National Hands –on Workshop on Social Science Research, Department of Commerce and Management. Amritha School of Arts and Science, Kochi, March 16-17, 2017.
- One Day Regional Workshop on Research Motivation and Methodology, St.Thomas College Kozhencherry, Pathanamthita, 3rd February 2017.
- Three day work shop on research methodology, PG and Research department of Economics, SreeSankara College, Kaladi, December 7-9, 2016
- National Workshop on statistical computing, Department of Statistics, University of Kerala, Trivndrum, November 14-19, 2016
- National Workshop on Basic and Advanced Data Analysis using SPSS, Santhigiri College, Vazhithala, March 2016.
- UGC-DBT sponsored National Workshop on Computational Techniques in Mathematics with a Special Emphasis on Bio-science, Department of Mathematics, St.Berchmans College, Changanacherry, February 2016.
- UGC aided workshop on Basic and Advanced Data Analysis using SPSS, Department of Mathematics, Union Christian College, Aluva, January, 14-15, 2016.
- UGC aided workshop on Research Methodology with Special Emphasis on Data Analysis, Department of Mathematics, Union Christian College, Aluva, May 2015.
- UGC sponsored seminar on “Mathematical Modeling and Application”, U.C.College, Aluva, January, 2015.
- UGC sponsored refresher course in Research methodology, Academic Staff College, Calicut University, Calicut, August, 2014.
- National Work Shop on Engineering Application of Probability Theory, Department of Basic Sciences, AmalJyothi College of Engineering, Kanjirapally, Kottayam, April 2014.
- National Seminar on Process Capability Studies with Special Emphasis on Computational techniques & Recent Trends, in Statistics, Nirmala College, Muvattupuzha, October 2013.
- UGC sponsored refresher course in Research methodology, Academic Staff College, Calicut University, Calicut, February, 2013.
- ICSSR sponsored National Workshop on Research Methodology; Application of Research Methods and Statistics, Inter University Centre for Disability Studies, M. G. University, Kottayam, January, 2013.
- Two Days Intercollegiate Seminar on Education Research, SNM Training College, Moothukunam, Ernakulum, December 2012.
- One Day workshop on SPSS, Bharata Mata Institute of Management. Thrikkakara, Cochin, March 2012
- Workshop on Statistical Techniques and Research Methodology in Commerce and Management, Government college, Katappana, January, 2012.
- National Seminar on New Trends in Applied Statistical Methodology, Nirmala College, Muvattupuzha, February 2010.
- International conference on Advanced Computing and Communication Technologies for High Performance Applications, Federal Institute of Technology, Angamaly, Cochin, September, 2008.
- One day Regional Seminar in Statistics, Nirmala College, Muvattupuzha, February 2008.
- One day workshop on Research Methodology, SNM Training College, Moothukunam, Ernakulum, October 2007.
- UGC sponsored work shop on Research Methodology, Statistical Applications, Department of Commerce, Government Arts College, Trivandrum. February, 2005.
- UGC sponsored refresher course in statistics, Department of Statistics, Cochin University of Science and Technology. 1998.