Krishna Munnaluru

Conf42 Speaker profile

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Conf42: MLOps 2025

Production-Ready MLOps for Telecommunications: Neural Network-Based VoIP Monitoring with 88% Accuracy and Automated Deployment Pipelines

Revolutionary MLOps for telecom! 88% accurate neural networks, 75% faster fault detection, 96% anomaly detection accuracy. Apache Kafka + Kubeflow + MLflow pipeline processing thousands of events/second. AI-driven network monitoring at scale.

Krishna Munnaluru

Oracle

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Conf42: Platform Engineering 2025

Building Resilient Platform Infrastructure: Automated VoIP Monitoring with Stream-Processing and Machine Learning Integration

Emphasizes the compelling metrics (75% faster fault detection, 35% cost savings) and promises production-ready architecture blueprints.

Krishna Munnaluru

Oracle

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