The present disclosure relates to a method and a system for recommending one or more gestures to a user interacting with a computing device. The system receives gesture data from one or more sensors. Based on the gesture data, for each gesture, system determines a noise score and at least one of proximity score, shape score, and strength score. The noise score is set in order to rank gesture based on the mistake made by user or each time when the gesture was not detected properly by the system. Based on the noise score and at least one of the proximity score, shape score, and strength score, a cumulative score is calculated. If the cumulative score is above a predefined cumulative score then user is recommended to change the gesture. If the cumulative score is below the predefined cumulative score then user is recommended to improve gesture.