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Krishnakumar Sivasubramanian

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AVP, Data Analytics Engineering NFCU

Krishnakumar Sivasubramanian leads Data Analytics Engineering within Navy Federal's Enterprise Technology Services. He focuses on enterprise data and analytics services that address the growing demand for high quality enterprise data on cloud by enabling data engineers, ML engineers and data scientists to deliver business ready data sets and machine learning models adhering to strict SLA. He plays a key role in evaluating and enabling Databricks capabilities to power enterprise data ecosystem.

Bio from: Data + AI Summit 2025

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How Navy Federal's Enterprise Data Ecosystem Leverages Unity Catalog for Data + AI Governance

Navy Federal Credit Union has 200+ enterprise data sources in the enterprise data lake. These data assets are used for training 100+ machine learning models and hydrating a semantic layer for serving, at an average 4,000 business users daily across the credit union. The only option for extracting data from analytic semantic layer was to allow consuming application to access it via an already-overloaded cloud data warehouse. Visualizing data lineage for 1,000 + data pipelines and associated metadata is impossible and understanding the granular cost for running data pipelines is a challenge. Implementing Unity Catalog opened alternate path for accessing analytic semantic data from lake. It also opened the doors to remove duplicate data assets stored across multiple lakes which will save hundred thousands of dollars in data engineering efforts, compute and storage costs.