Open to opportunities

Pooja V

@poojav1

I build reliable cloud data platforms and Spark pipelines that improve analytics, governance, and operational resilience.

United States

Message

What I'm looking for

I'm looking to build reliable, scalable cloud data products where I can improve pipeline observability, governance, data quality, and analytics outcomes.

At Veterinary Practice Partners, I own production Databricks pipelines processing daily batch and CDC streams from more than five source systems into a unified analytics layer. I strengthened Delta Live Tables ingestion, implemented Unity Catalog audit and lineage tracking, and reduced incident resolution time by 75%.

Previously at Artis Inc., I helped migrate an analytics warehouse from AWS Redshift to Databricks and Delta Lake, converting legacy SQL workloads into PySpark and Spark SQL. I build observable, cost-efficient data products across AWS, Azure, GCP, and Databricks while translating ambiguous business needs into dependable pipelines.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

VPP (Veterinary Practice Partners)

Apr 2023 - Present (3 years 4 months)

Owned production Databricks pipelines processing daily batch and CDC streams from multiple source systems. Hardened Delta Live Tables pipelines and implemented audit and lineage tracking, reducing incident resolution time by 75%.

PySpark Delta Lake Databricks Databricks Workflows Azure SQL Server Unity Catalog Data Lineage Data Governance

Data Engineer

Artis Inc.

Jan 2022 - Mar 2023 (1 year 2 months)

Built and deployed PySpark and Spark SQL pipelines on Databricks as part of an end-to-end migration from AWS Redshift to Databricks on Delta Lake. Implemented a Bronze/Silver/Gold medallion architecture to improve data quality and lineage.

PySpark Databricks Delta Lake AWS RedShift AWS Glue AWS Lambda Data Migration Medallion Architecture