Kalyanram Emmidisetty | Linktree

👓 ABOUT

I'm an Data Engineering enthusiast focused on building scalable and efficient data systems.

With hands-on experience in Python, PySpark and SQL, I enjoy transforming complex data into actionable insights.

I’m committed to continuous learning and developing impactful data-driven solutions.
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🪄 PROJECTS

Source

Tech Stack: SQL, Python, DBT (Jinja), Snowflake, AWS S3, Git

- Designed and implemented a Medallion Architecture (Bronze, Silver, Gold) pipeline to transform raw Airbnb data into analytics-ready datasets.

- Built metadata-driven pipelines using DBT & Jinja, replacing hardcoded SQL with reusable, parameterized models.

- Implemented Slowly Changing Dimensions (SCD Type 2) using DBT Snapshots to track historical changes in listings and hosts.

- Developed incremental models and upsert logic, reducing Snowflake compute costs and improving pipeline efficiency.

- Modeled Star Schema (Fact & Dimension tables) and One Big Table (OBT) to - support BI and analytical use cases.

- Configured Snowflake external stages & AWS S3 integration with IAM roles for secure and automated data ingestion.

Analytical Engineering Pipeline

Kalyanram Emmidisetty

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Kalyanram Emmidisetty

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