The present invention provides a novel and improved process for the preparation of Tavaborole of Formula (I) and its pharmaceutically acceptable salts. The present invention also provides novel intermediates and process for the preparation of intermediates used in the preparation of Tavaborole. The present invention also provides an improved process for the preparation of Tavaborole and pharmaceutically acceptable salts thereof, that is commercially and industrially scalable.