Prime Minister Narendra Modi will arrive in Chennai on a day-long whistle-stop tour on Sunday and participate in a series of programmes, including inauguration of the first stretch of the Chennai Metro Rail Project Phase-II and take a metro ride with Chief Minister Vijay.