Breakout Learning, Inc.

Steven Walters

Joshua Oster-Morris

Ramit Varma

This disclosure pertains to an innovative approach for enhancing monitoring multiparty stream communication analysis and machine learning applications. The apparatus monitor a multiparty stream communication, wherein the multiparty stream communication includes a first and a second packet series to generate, retrieve, and compare data elements. Training data is filtered and categorized into specific sub-populations, increasing relevance to particular subjects of analysis. These tailored datasets optimize machine learning models, resulting in more precise comprehension assessment.

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Dallas, TX, United States of America

Steven Walters