Matching Engine

Matching engine streamlines the formation of three-person student teams, optimizing for collaboration and project success. It processes student data from a CSV file, incorporating information such as interests, project ideas, and goals. By leveraging cosine similarity calculations, the engine identifies students with closely related intellectual pursuits while ensuring a balanced distribution of technical, financial, and other essential skills critical for scaling up team productivity.