Abstract: A computer-implemented method for associating at least one actor with an operation using machine learning includes receiving actor data comprising at least one actor parameter corresponding to at least one operation parameter of the operation, determining a weightage score for each actor parameter using a trained machine-learning model, determining a suitability score for each actor based on the weightage scores, generating a preliminary group of suitable actors including each actor having a suitability score satisfying a predetermined threshold, and transmitting, to a portal viewable by at least one of the actors, a selection of at least one actor from the preliminary group of suitable actors to be associated with the operation. One or more of the operation parameters may be predictive of a predetermined distribution of operations across the plurality of actors.