Minimal clean AWS cloud architecture diagram, flat design, white background, grid layout, inspired by AWS whitepapers. Structured horizontal pipeline with evenly spaced columns and small rounded containers. Pipeline flow left to right: Ingestion: Amazon S3 (raw CSV files), AWS Glue Crawler (schema detection) Processing: AWS Glue ETL (PySpark), output to S3 processed (Parquet) Data Warehouse: Snowflake with labeled layers: RAW, STAGING, MARTS, SNAPSHOT Transformation: dbt Core with labels: models, tests, SCD Type 2 Visualization: Streamlit dashboard, KPIs, charts, export Connections: thin straight arrows between stages, minimal style labels above arrows: ETL, COPY INTO, Transform, Query Bottom sections (separate horizontal blocks): Orchestration: EventBridge, Step Functions, Lambda, SQS DLQ CI/CD: GitHub Actions, Docker, ECR Monitoring & Security: CloudWatch, SNS alerts, Secrets Manager, IAM Terraform section highlighted with subtle purple border: S3, IAM, Lambda, Step Functions, CloudWatch Design style: flat minimal UI (no 3D, no shadows) small icons inside rounded squares thin borders, dashed containers compact spacing, grid aligned very clean, not crowded consistent icon style (AWS icons) Color system: green (S3), purple (Glue), blue (Snowflake), orange (dbt), red (Streamlit), yellow/orange (Lambda), pink (Step Functions), dark gray text high resolution, 16:9, professional SaaS architecture, clean spacing, no overlap, portfolio ready,perfect alignment, evenly spaced column