Worked on AWS Migration Hub Team with EC2 recommendation service when migrating from on-premise to the cloud. Built a robust pipeline with AWS Lambda and Step Functions to gather metrics from CloudWatch for all running EC2 instances. The metrics were used to train a new ML model that will provide EC2 recommendations based on on-premise server metrics.

Worked on the Open Source Programs Team with open source compliance tools. Developed ClearlyDefined, a tool that harvests and curates key metadata about various repository and package manager projects and makes it available through a simple REST API and web user experience. Enabled the curation work flow, enhanced the UI with component sorting and filtering, and integrated package manager support for PyPi and RubyGems.