Computer platforms designed for improved electronic execution of electronic transactions and methods of use thereof

Abstract

The present disclosure includes systems and/or methods for receiving historical trading data associated with previously executed trade transactions for a financial instrument by a plurality of candidate invitee users. Trading intentions are received from the candidate invitee users and a score representative of a likelihood of successfully trading the financial instrument is modelled for each candidate invitee user based on inputting into a machine learning model the trading intentions and the historical trading data of each candidate invitee user. An electronic communication session is established for trading the financial instrument between an initiating user and selected invitee users using a stack software object that controls the electronic communication session according to a set of participation levels, and communications during the electronic communication session are coordinated, via the stack software object, to determine offers from the selected invitee users that, when aggregated, achieve a maximum value for a predetermined position.