Healthflow Analytics Platform with Snowflake & Medallion Architecture
Group: Capstone Project
|Product Category: Cloud & Data Engineering
|Sub Category: Snowflake
About this Product
Healthflow Analytics Platform with Snowflake & Medallion Architecture is a healthcare data engineering capstone project that demonstrates how to build an end-to-end analytics platform on Snowflake using modern data warehousing, automation, and governance practices.
Built for a fictional healthcare organization, the platform processes 100K+ records from Amazon S3 and Google Sheets using a RAW → CURATED → ANALYTICS medallion architecture to deliver claims reporting, operational insights, and analytics-ready datasets for business users.
With this project, you'll build a platform that can:
- Ingest healthcare data using Snowflake stages, COPY INTO, and Python.
- Consolidate patient, provider, claims, diagnosis, medication, and facility datasets.
- Implement Medallion Architecture for ingestion, transformation, and reporting.
- Automate CDC pipelines using Streams, MERGE, and Tasks.
- Create Dynamic Tables and Materialized Views for analytics.
- Generate claims trends, provider rankings, and facility performance insights.
This project teaches you:
- Snowflake architecture and medallion design.
- Multi-source ingestion with S3, Python, and Google Sheets.
- CDC implementation using Streams, Tasks, and MERGE.
- Advanced SQL and analytics techniques.
- Data governance, security, and cost optimization.
It uses Snowflake, SQL, Python, Amazon S3, Google Sheets, Streams, Tasks, Dynamic Tables, Materialized Views, and enterprise Snowflake features for secure analytics delivery.
Why this project matters:
It mirrors real-world Snowflake implementations by combining ingestion, transformation, automation, governance, and analytics into a single healthcare data platform, helping you gain the practical skills expected in modern Snowflake data engineering roles.
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