Ratnakar Reddy

Senior Data Engineer @Wells Fargo

NC, US

Designed and implemented large-scale data migration activities leveraging Azure Data Factory and Databricks.• Transformed raw data into optimized datasets for business insights.• Collaborated with cross-functional teams in an Agile development environment to ensure on-time delivery of data solutions.• Ensured data quality, governance, and compliance across all pipelines.• Developed ETL pipelines for large-scale data migration projects.• Implemented dimensional data models for reporting solutions.• Integrated ERP data with Azure Data Factory and Snowflake.• Automated DevOps workflows using Git and CI/CD Pipelines.• Designed data governance strategies to ensure compliance.• Developed and deployed machine learning models for predictive analytics and operational insights using Python and Azure ML services.• Designed scalable pipelines to preprocess and prepare large datasets for machine learning workflows.• Implemented feature engineering techniques to enhance model accuracy and performance in production.• Trained and optimized machine learning models for classification, regression, and clustering tasks using Scikit-learn, TensorFlow, and PyTorch.• Conducted hyperparameter tuning and performance evaluation of models to ensure optimal results.• Deployed ML models to Azure and AWS environments, ensuring scalability and low latency for real-time applications.• Leveraged pre-trained models and transfer learning techniques to accelerate the development of custom solutions.• Used ML techniques to detect anomalies and identify patterns in large datasets, enabling proactive decision-making.• Developed APIs to integrate ML models into ERP systems, facilitating seamless data exchange and automated predictions.

University of Central Missouri

Master's degree, Computer Systems Analysis

JNTU Anantapur

Bachelor's degree, Computer Science