In my talk, I shall explore a possible approach to constructing a geometric integrator in the context of contact geometry. Generally speaking, geometric integrators are numerical algorithms that preserve the geometric structure of the underlying differential equations, making them particularly useful for long-term numerical integration. The first part of the talk will be devoted to introducing these integrators. Subsequently, I shall review the necessary concepts of contact geometry, with a particular focus on the novel approach using symplectic homogeneous manifolds. The symplectization of a contact manifold is especially useful in numerical contexts, as it enables the application of well-established symplectic integrators. I will present this construction in detail and discuss potential challenges. Lastly, I shall thoroughly illustrate this approach to contact integrators through two examples: the damped harmonic oscillator and the dynamics on a Moebius strip. This talk is based on a project I conducted under the supervision of Katarzyna Grabowska.