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updated readme

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@ -100,7 +100,7 @@ The pipeline follows a lakehouse pattern where each layer has a clear responsibi
- Deduplicate and normalize for analysis
**Typical transformations**
- Datatype casting (timestamps, numeric amounts)
- Datatype casting
- Standardized column names and formats
- Deduplication rules (e.g., transaction_id collisions)