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Get a look at a prototype developed by Gauthier at dataroots. He combined multiple open-source technologies (Kafka, Spark, Elasticsearch, ..) to offer near real-time monitoring of machine learning models through customizable dashboards! It’s open-source and reproducible 🙂 Have a look at the GitHub repository and play around with the solution yourself: