We present the design of a compiler for a functional logic programming language and discuss the compiler's implementation. The source program is abstracted by a constructor based graph rewriting system obtained from a functional logic program after syntax desugaring, lambda lifting and similar transformations provided by a compiler's front-end. This system is non-deterministic and requires a specialized normalization strategy. The target program consists of 3 procedures that execute graph replacements originating from either rewrite or pull-tab steps. These procedures are deterministic and easy to encode in an ordinary programming language. We describe the generation of the 3 procedures, discuss the correctness of our approach, highlight some key elements of an implementation, and benchmark the performance of a proof-of-concept. Our compilation scheme is elegant and simple enough to be presented in one page.