Govinda Raju Ronanki
Data Engineer @PNC
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WORK HISTORY
Data Engineer @PNC
Architected ETL pipelines using Apache Spark and Airflow, processing daily transactions in AWS EMR; implemented MLflow for model versioning, enabling seamless ML deployment through PySpark automation.• Designed and implemented a customer insights platform using Python (Pandas, NumPy) and Kafka for real-time streaming, integrated with Tableau dashboards for visualization, leading to 25% increase in customer engagement metrics.• Led data governance and MLOps frameworks using AWS Redshift, Snowflake, and dbt; established automated validation pipelines for data drift detection, ensuring regulatory compliance and model reliability across workflows.• Developed a risk analytics system using PostgreSQL and Python ML libraries (TensorFlow), containerized with Docker for scalability, reducing credit risk assessment time while maintaining prediction accuracy rate validated through A/B testing.• Orchestrated data quality initiatives using MongoDB and SQL for multi-source data integration, implementing CI/CD pipelines with Jenkins and Git, reducing data inconsistencies across enterprise systems.
EDUCATION
Lovely Professional University
Bachelor of Technology, Electrical, Electronics and Communications Engineering
University of Central Missouri
Master of Science, Big Data Analytics
ABOUT GOVINDA RAJU RONANKI
Data Engineer with three plus years of experience designing and maintaining scalable data pipelines and cloud data platforms. Strong background in AWS Spark Airflow Kafka and Snowflake. Experienced in real time data processing data quality and cross functional collaboration to support analytics and business decisions.
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