 We have developed a novel approach for gaze estimation using facial landmarks. Our method is fast and accurate compared to existing approaches, making it suitable for use on mobile devices. It has been tested on three different datasets and achieved state-of-the-art results. This article was authored by C. LeBlond Menard and S. Ashish.