ShrHouse will use advanced AI algorithms to analyze the data collected from users during the registration process, including demographics, lifestyle habits, personality traits, and preferences. The AI will identify patterns and correlations, generating compatibility scores between potential roommates. These scores will be used to suggest the most suitable matches for each user, increasing the likelihood of successful co-living arrangements.