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pharma-analytics

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ShreyasThakur11 / cipla-cardiac-opportunity-agent

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Ranks the opportunity spaces in the India Cardiac market where Cipla has a sustainable right to win. A deterministic engine computes every figure; the model only narrates what the tools return.

python case-study cardiac market-analysis rag fastapi streamlit duckdb ai-agent healthcare-analytics ameythakur amey llm generative-ai ameyarc pharma-analytics amey-thakur shreyas-thakur shreyasthakur11 cipla
  • Updated Jul 27, 2026
  • Python

MallikaChunduru / medallion-kpi-lakehouse

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Every row accounted for: a PySpark medallion lakehouse where bronze_in = silver_kept + quarantined + deduped is asserted per batch and re-runs are checksum-verified no-ops. YAML contracts gate each layer, violations quarantined with reasons. 1.22M rows through bronze/silver/gold in 236.6s on 2 cores. Fabric/Databricks pattern, runs on a laptop.

etl pyspark data-engineering kpi parquet databricks data-quality idempotency data-lineage lakehouse medallion-architecture microsoft-fabric pharma-analytics schema-contracts
  • Updated Aug 11, 2026
  • Python

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