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Sravya User

@sravyauser3

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Data Engineer at Global One Bank building AWS Lakehouse pipelines and retrieval-ready data for RAG applications.

United States

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At Global One Bank, I engineer cloud data pipelines and Lakehouse solutions on AWS, preparing analytics-ready and model-ready datasets with Python, Spark, and Delta Lake.

I support Generative AI, RAG, and Agentic AI use cases through document ingestion and transformation workflows, including metadata enrichment, text chunking, embeddings, and retrieval-ready datasets.

Previously, I built data pipelines at Maestro Health and Western National Insurance, including Azure Databricks ingestion and Lakehouse workflows. At WelcomeHome Software, I developed Python-based ingestion, validation, and transformation solutions for enterprise data.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Global One Bank

Aug 2025 - Present (1 year 2 months)

Engineered scalable data processing pipelines using Python, SQL, Apache Spark, and PySpark on AWS EMR, processing multi-terabyte datasets. Developed event-driven workflows with AWS Lambda and Step Functions, and built enterprise data warehouse solutions on Amazon Redshift and MySQL.

Data Engineer

Maestro Health

Jan 2024 - Jul 2025 (1 year 6 months)

Facilitated real-time ingestion using Event Hubs and Service Bus, and refined SQL Server performance. Built scalable, metadata-driven ingestion frameworks using Scala and Spark, and developed governed data pipelines using Azure Databricks and Auto Loader.

Azure Databricks Terraform azure monitor Apache Spark Power BI Azure DevOps ADLS Gen2 Snowflake Azure Data Factory SQL Server Azure Event Hubs Python Azure Purview Scala Kafka Fivetran HVR DBT

Data Engineer

Western National Insurance

Jun 2022 - Dec 2023 (1 year 6 months)

Developed scalable ETL pipelines with Python, Apache Spark, and PySpark, and orchestrated batch ingestion using Azure Data Factory and Azure DevOps. Built lakehouse platforms with Azure Data Lake Storage and Databricks, and configured Delta Live Tables for data quality.

Associate Data Engineer

WelcomeHome Software

Apr 2018 - May 2022 (4 years 1 month)

Developed Python-based data processing solutions for ingestion, file parsing, validation, and transformation. Built reliable data pipelines and established data quality checks using Python and SQL, while automating recurring processes with Shell Scripting and Cron Jobs.