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Production-style Snowflake data pipeline implementing Medallion Architecture (Bronze–Silver–Gold), incremental processing using Dynamic Tables, SCD Type 2 dimensions, and a semantic layer enabling natural language-to-SQL querying using Cortex Analyst.
Intent-Driven Development (IDD) reference architecture — measurable AI code generation using skills, schemas, and adapters. Contrasts Clarification Heavy, Assumption Led, and Intent Optimized modes via ICR (Intent Compression Ratio).
Built a Streamlit dashboard on Snowflake using a Medallion (Bronze/Silver/Gold) architecture, with KPIs, trends, and drilldowns. Includes a Pipeline Health/Freshness tab to monitor ingestion status across layers for reliable analytics.