Swapna is a Post Graduate in Physics from Cochin University of Science & Technology. She was pursuing her Ph. D in Non-linear Dynamics (Chaos) under Dr. V M Nandakumar, when she decided to take up a teaching tenure. While with the Kendriya Vidyalaya Sangathan, she was drawn to Vedic Philosophy, studying it for nearly 12 years and returning to teaching with a deeper realization of the teaching-learning process. She was adjudged Best Student in English during her Inter College at Calicut University and was ranked 5th in Calicut University for the B.Sc Physics Course