In this project we aim to develop a probabilistic programming language that supports a distributed computational model. This programming language will be developed as an open software project freely available to the scientific and professional community interested in the use of machine learning techniques (ML) for big data problems. The main result of this project is a probabilistic programming language which can be found in this link.