Advances in Information and Communication Technology (ICT) have had significant impact on every-day life and have allowed us to share, store and manipulate information easily and at any time. On the other hand, such situation also raises important privacy concerns. To deal with such concerns, the literature has identified the need to introduce a Privacy by Design (PbD) approach to support the elicitation and analysis of privacy requirements and their implementation through appropriate Privacy Enhancing Technologies. However, and despite all the work presented in the literature, there is still a gap between privacy design and implementation. This paper presents a set of Privacy Process Patterns that can be used to bridge that gap. To demonstrate the practical application of such patterns, we instantiate them in JavaScript Object Notation (JSON), we use them in conjunction with the Privacy Safeguard (PriS) methodology and we apply them to a real case study.