▪ Built functionality allowing users to optionally enable explainability and monitoring, and use multiple reference datasets.

▪ Developed an end-to-end test automation framework validating ingestion and metrics for various models and datasets.

▪ Wrote a CLI tool using AWS, GCP, and Azure python SDKs to manage ML models remotely and locally.

▪ Developed an API for the Alexa Mobile iOS app that controls the creation and display of dialog in the app.

▪ Wrote and maintained monitoring for user and server health metrics for each of the app’s supported regions.