Development and integration on RT Industrial PC od the filling syringes estimation Virtual Sensing, capable to estimated, based on data, the filling level of different syringe sizes exploiting two optical sensors. By data acquired, an automatic tool, trains a machine learning algorithm, capable to estimate the level. The tool works for different syringe sizes and return the algorithm implementable on RT PC considering implementation constraints.