Predictive Maintenance Alert System

Project Overview

Khalid built a predictive maintenance system using sensor data from field equipment. The system sends early warnings before equipment failure, reducing unplanned downtime by an estimated 30%. Built with Python and deployed on a local server, the project won first place in PDO's internal innovation challenge.