Successfully defended his Ph.D Viva Voce from Research Department of Computer Science, Sullamussalam Science College Areekode affiliated to University of Calicut on the topic A personalised Malayalam travel recommendation model using deep clustering techniques.

Successfully defended her Ph.D Viva Voce from Research Department of Computer Science, Sullamussalam Science College Areekode affiliated to University of Calicut on the topic Cognitive Modeling of Accented Speech in Malayalam: Exploring the Impact of Acoustic Signal Processing and Deep Learning Techniques.