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lake-formation

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A HIPAA-compliant healthcare data lake built on AWS using Medallion Architecture (Bronze/Silver/Gold). Features PySpark ETL pipelines via AWS Glue, column-level security through Lake Formation, serverless SQL with Athena, and a live Tableau dashboard — simulating a real hospital's cloud migration with full governance and monitoring.

  • Updated Apr 2, 2026
  • Python

Event-driven serverless lakehouse on AWS (Lambda x6 patterns, Step Functions, Glue PySpark, Iceberg, Lake Formation, Superset) — runs end-to-end on LocalStack at zero cost. Terraform IaC + CDKTF parity.

  • Updated Apr 23, 2026
  • Python

8 hands-on AWS Certified Data Engineer Associate labs covering S3 data lakes, ingestion, Glue, Athena, ETL, data quality, Redshift, DynamoDB, orchestration, Lake Formation, KMS, monitoring, cost optimization, and exam review.

  • Updated Jul 13, 2026

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