Abstract: In some embodiments, a computer system includes a processor set, computer-readable storage media, and program instructions to perform operations comprising: generating a digital human corresponding to a user of computing devices, the digital human comprising a machine learning component corresponding to a user stress profile; receiving a first dataset of user interactions from monitoring components; training the machine learning component on the first dataset to output predicted stress measurements based on human-computer interaction (HCl) data from user involvement in a software development project; receiving a second dataset of deployment parameter values; determining a predicted stress measurement value based on the machine learning model and deployment parameter values; and outputting stress content indicative of the predicted stress measurement to a mitigation component.