The goal of this work is to bring a mobile application that would implement handwriting beautification algorithm. To that account several previously published works on this topic are reviewed and discussed. Selected algorithm is described in depth to provide detailed information of the system principles. The implementation includes MATLAB prototype that has been used for testing. Finally an HTML5 application that beautifies user’s handwritten notes has been developed.