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Nuance (now Microsoft)

Voice biometrics QA automation

End-to-end testing and cloud delivery for voice biometric systems.

PythonJavaTensorFlowKubernetesHelmAzureKafka

Architected and maintained an end-to-end and integration QA automation framework for voice biometric systems in Python and Java. Built solutions around voice recognition models using TensorFlow and scikit-learn. Deployed Kubernetes-based microservices to Azure with Helm, automated GitLab CI/CD pipelines, and developed gRPC and REST APIs integrated with Kafka for asynchronous communication.

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