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Navya DevarintiND
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Navya Devarinti

@navyadevarinti

Senior AI/ML Engineer at Fannie Mae developing production AI/ML applications and scalable pipelines for risk, fraud, and forecasting.

United States
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At Fannie Mae, I develop production Python AI/ML applications and scalable machine-learning pipelines. My work includes predictive and deep-learning models for risk, fraud, forecasting, default prediction, and segmentation.

At JPMC, I developed Python-based ML platforms and services and engineered data-processing and feature-engineering workflows for production workloads. I also applied CI/CD and MLOps practices across model evaluation, monitoring, lineage, and governance.

At Centene Corporation, I developed AI/ML solutions for healthcare risk, fraud, forecasting, and operational intelligence. I integrated systems through REST APIs, Kafka, FHIR, and HL7, and supported deployment and monitoring of production ML systems.

Experience

Work history, roles, and key accomplishments

Fannie Mae logoFM
Current

Senior AI/ML Engineer

Oct 2024 - Present (2 years)

Develop production Python AI/ML applications and scalable ML pipelines using Python, Pandas, NumPy, SQL, PySpark, Azure Machine Learning, Azure OpenAI, Databricks, Snowflake, TensorFlow, and PyTorch. Build end-to-end workflows covering data preprocessing, feature engineering, model training, evaluation, validation, deployment support, monitoring, and operational analytics.

JPMC logoJP

Senior AI/ML Engineer

Aug 2022 - Sep 2024 (2 years 1 month)

Developed production Python-based ML platforms and services using AWS SageMaker, Databricks, PySpark, Snowflake, TensorFlow, PyTorch, and Delta Lake. Engineered scalable data-processing, feature-engineering, and ML workflows using Python and Spark/PySpark for large-scale production workloads.

Centene Corporation logoCC

AI/ML Engineer

Jan 2019 - Jul 2022 (3 years 6 months)

Developed enterprise Python AI/ML solutions using AWS SageMaker, Databricks, PySpark, Snowflake, TensorFlow, Azure OpenAI, and Delta Lake for healthcare risk, fraud, forecasting, and operational intelligence. Built Python/PySpark ML pipelines for data preprocessing, feature engineering, model development, evaluation, validation, and operational analytics.

RL

Machine Learning Engineer

Rabo India Finance Pvt. Ltd.

Oct 2017 - May 2018 (7 months)

Developed Python/PySpark ML platforms and scalable data-processing workflows using Spark, SQL Server, Oracle, Hadoop, and Snowflake for credit risk, fraud detection, and customer intelligence. Built predictive models using XGBoost, LightGBM, Random Forest, Gradient Boosting, TensorFlow, Spark MLlib, and ensemble methods.

Pramati Technologies logoPT

Associate Machine Learning Engineer

Pramati Technologies

Aug 2015 - Sep 2017 (2 years 1 month)

Developed enterprise ML and data solutions using Python, Scikit-Learn, TensorFlow, NumPy, Pandas, SQL Server, MySQL, and Apache Spark for customer analytics, forecasting, recommendation, and intelligent automation. Built supervised-learning, anomaly-detection, and predictive-monitoring solutions and supported scalable data preparation and model development workflows.

Education

Degrees, certifications, and relevant coursework

Navya hasn't added their education

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