Keerthi Swaroop Satambakkam

Experience

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  Brane Enterprises

  Jul 2020 - Jun 2022

  Data Engineer

  Developed a predictive credit scoring system using TensorFlow and Keras, achieving 87% accuracy and reducing manual review time by 40%. Extracted and standardized 1.5M+ daily financial records using Python and SQL. Designed 30+ advanced features, boosting model F1-score by 15%. Automated real-time ETL pipelines with Apache Airflow and Azure Data Factory, reducing latency by 35%. Deployed scalable credit risk models on Azure Kubernetes Service (AKS), enabling concurrent processing of 500K+ records/hour. Show less

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  George Mason University

  Aug 2022 - Jul 2023

  Graduate Research Assistant
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  Sentara Health

  Aug 2023 - now

  Data Engineer

  Data Engineer | Architected a centralized data warehouse on AWS, integrating data from multiple EHR systems, reducing silos by 85% and enabling unified patient data access. Designed and optimized ETL pipelines with Apache Airflow and AWS Glue, processing 2.5M+ patient records monthly. Enhanced analytics by deploying Amazon Redshift, achieving a 40% improvement in query performance, and leveraging Python for advanced data transformations. Implemented DynamoDB for scalable management of patient metadata, cutting storage costs by 35%. Show less