Predictive Maintenance for Vending Machine
AI system predicting equipment failures before they occur in manufacturing.

Implemented ML models to predict machine component failures based on IoT sensor data.
Reduced downtime by forecasting faults and scheduling proactive maintenance.
Integrated alerts and reports for operators via cloud dashboard.
Technologies & Expertise
PythonMachine LearningIoTCloudPandas
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