Virtual Meeting Coaching with Dynamically Extracted Content

A system, comprising:

• one or more processors configured to:
• receive, by a processing engine integrated with a communication platform, transcripts for meetings from within the communication platform;
• extract, via a question extraction model, questions from the transcripts;
• extract, from the questions, expected answers, each expected answer associated with one of the questions, using a machine learning model to generate a set of key points and corresponding conversation sentences representing an expected answer for each question;
• transmit at least a subset of the extracted questions to at least one client device, the extracted questions being transmitted as uttered by a virtual coaching agent;
• receive, from the at least one client device, answers to the subset of the extracted questions by at least one participant, wherein the answers to the questions each comprise audio and video of the answering participant, and wherein the virtual coaching agent is represented in another video by a digital avatar;
• generate one or more evaluation scores for the at least one participant corresponding to each of the answers, the evaluation scores being based at least in part on the expected answers associated with the subset of the extracted questions;
• and
• transmit the evaluation score in real time to a corresponding client device.

A non-transitory computer-readable medium comprising instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving, by a processing engine integrated with a communication platform, transcripts for meetings from within the communication platform;
• extracting, via a question extraction model, questions from the transcripts;
• extracting, from the questions, expected answers, each expected answer associated with one of the questions, using a machine learning model to generate a set of key points and corresponding conversation sentences representing an expected answer for each question;
• transmitting at least a subset of the extracted questions to at least one client device, the extracted questions being transmitted as uttered by a virtual coaching agent;
• receiving, from the at least one client device, answers to the subset of the extracted questions by at least one participant, wherein the answers to the questions each comprise audio and video of the answering participant, and wherein the virtual coaching agent is represented in another video by a digital avatar;
• generating one or more evaluation scores for the at least one participant corresponding to each of the answers, the evaluation scores being based at least in part on the expected answers associated with the subset of the extracted questions;
• and
• transmitting the evaluation score in real time to a corresponding client device.