Predicting the stock prices has always been a tough challenge for individual traders, investors and large scale investment funds. Capturing the trend changes and reversals, has become vital in forecasting the direction of the asset prices during the unusual times. We have witnessed price pullbacks, soars and plunges one after another during the COVID-19 pandemic.……