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PrognosAI is an AI driven predictive maintenance system designed to estimate the Remaining Useful Life (RUL) of industrial machinery using multivariate time-series sensor data. The project leverages deep learning models to learn degradation patterns from sequential data and forecast potential failures before they occur.