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Sai Ritwik Reddy Nagireddy
Databricks Data Engineer @SiriusXM
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WORK HISTORY
Databricks Data Engineer @SiriusXM
Developed and maintained Databricks jobs and notebooks using PySpark and SQL to process, transform, and curate datasets across raw, curated, and analytics layers. Created and validated Delta tables with appropriate schema design, partitioning, and write modes to support downstream analytics and application use cases. Performed data validation and reconciliation between source Redshift tables and Databricks targets to ensure data accuracy and completeness. Integrated Airflow DAGs with Databricks jobs for reliable and automated pipeline execution. Configured ingestion pipelines using JSON/YAML-based job configurations and internal data engineering frameworks.
EDUCATION
University of North Texas
Master's degree
ABOUT SAI RITWIK REDDY NAGIREDDY
Databricks Data Engineer with 5 years of hands-on experience delivering cloud-native data engineering and MLOps solutions across healthcare, finance, and enterprise domains. Skilled in designing and optimizing batch and streaming pipelines using Databricks, Apache Spark (PySpark/Scala), AWS Glue, and Azure Data Factory. Proficient in data modeling, orchestration, and warehouse development with Snowflake, Delta Lake, and Synapse. Experienced in building and operating ML models using MLflow, Feature Store, and Databricks Model Serving. Strong expertise in performance tuning, cost optimization, and governance using Unity Catalog and Azure Purview. Adept at CI/CD automation with Azure DevOps, Jenkins, Docker, and Kubernetes, ensuring scalable, compliant, and production-grade data and ML pipelines.
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