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IoTKafkaMLPredictive Maintenance

Energy Sector — IoT Data Pipeline & Predictive Maintenance

Real-time data collection from 50,000+ IoT sensors, stream processing with Apache Kafka, and ML-based predictive maintenance. 40% reduction in unplanned downtime.

This scenario is an anonymized, generalized example representing technical competency. No employer, client, or third-party affiliation is implied.

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