Einstein-Sasaki metrics are smooth Einstein metrics that admit Killing spinors. They play an important role in AdS/CFT correspondence. Until recently, the existence and the explicit forms of such metrics were rarely known. In this talk, we present the construction and the proof of the smoothness of an infinite number of Einstein-Sasaki metrics in diverse dimensions.