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Rituja Lolam

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Open access Aug 2026

A Metadata-Driven Framework for Automated Bronze-to-Silver Data Ingestion, Validation and Loading on Databricks

Bronze-to-Silver transformation is a critical and repetitive stage of the Databricks medallion architecture, where raw, ungoverned data must be cleaned, type-cast, validated, and merged into curated Delta tables. In most production environments this stage is implemented through per-table notebooks or jobs, which leads...

A. Kolla, Ameya Kokate, Raghavendra Vellanki et al. · 0 citations

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