Estrada was a resident of 7th Avenue, Malick Barataria and police believe he had been hiding in South, Trinidad, having had several outstanding warrants against him.
Estrada who was believed to be in his late twenties was found wearing a white T-shirt and a pair of black jeans.
His face had been covered with blood.
Police believe he was shot in the head. Four spent shells were also found near his corpse.