• Ph.D. (Computer Science), Mother Terasa Women’s University, 2009.

Area: Data Mining

Thesis Title: Hybrid models for clustering and Pattern Discovery based on Machine Learning Approach towards Knowledge Discovery in Bioinformatics databases.

• M.C,A, Computer Applications, Periyar University, 2010.

• M.Phil ( Computer Science),Bharathidasan University,2006

Thesis Title: An efficient Sorting algorithm to analyze micro array Gene Expression data.

• M.Sc (Information Technology), Annamalai University , Chidambaram, 2004.