Madhukar Dharavath. AI-Driven Predictive Maintenance in Data Infrastructure: A Multi-Modal Framework for Enhanced System Reliability. Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol. 2024;10(6):824-834. doi:10.32628/CSEIT241061118