This repo details all the steps needed to create cross-account access roles, policies and permissions for enabling shareability of features between accounts A and B using Amazon SageMaker Feature Store and AWS Security Token Service (STS).
Real-time streaming pipeline using AWS CDK with Amazon MSK Serverless, Amazon Managed Flink, Amazon Kinesis Data Firehose, Amazon S3, and Amazon SageMaker Feature Store for stock market data processing.
Reusable MLOps template with AWS CDK: SageMaker Feature Store, Lambda ingestion, inference API, monitoring. 396 tests.
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.
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