Ramya Boorugula articles - 3 total
Zero-Downtime Deployments in Distributed ML Systems
When deploying a critical fraud detection model update during Black Friday weekend, we achieved zero...
Feature Engineering Pipelines That Don't Break: A Practical Guide
After building and maintaining feature engineering pipelines that process over 50 million data points...
From Jupyter to Production: Operationalizing ML Models at Scale
The gap between a promising machine learning model in a Jupyter notebook and a reliable production...