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point-in-time-joins

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sushmakl95 / aws-sagemaker-databricks-feature-store

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Production feature platform with SageMaker Feature Store + Databricks Feature Store + Feast unified abstraction. Streaming features via Kinesis→DynamoDB online+S3 offline, batch features via Spark, training on SageMaker+Databricks, real-time serving with <50ms P99, drift monitoring via Model Monitor + PSI/KS detector.

aws machine-learning terraform dynamodb kinesis xgboost feature-engineering databricks sagemaker mlops mlflow feature-store feast drift-detection ml-platform sagemaker-feature-store databricks-feature-store real-time-inference model-monitor point-in-time-joins
  • Updated Apr 23, 2026
  • Python

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