In order to facilitate automated electronic calendar
task management with automatic task scheduling, systems and methods are described including receiving and electronic
meeting request to schedule a meeting.
Work task data items identifying work tasks associated with the attendees are determined. A task
estimation machine learning model predicts work parameters of meeting task objects based on the
work task data items, and a work history data identifying work history of each attendee. A meeting scheduling
machine learning model predicts parameters of
unavailability period objects representing
unavailability periods required to complete the work tasks based on the meeting task object, schedule information and location information. An indication of the at least one
unavailability period is displayed on a screen of a computing device associated with each attendee. Selections of the unavailability period is received from the attendees, and the unavailability period is dynamically secured prior to the meeting.