At Amazon, I led the JDK 17 migration of a business-critical service and five supporting services, resolving dependency compatibility issues and preparing deployments through API, configuration, and test updates. I also enhanced Instant Bank Discount APIs and persistence so partner metadata could be stored independently of mutable identifiers and naming conventions.
At Visa, I developed E-Cyclopedia and a metadata optimization platform, then automated metadata lifecycle workflows that cleared 40% of unused objects during the first execution. As a Software Engineer Intern, I developed a GenAI-powered chatbot extension for metadata discovery and SQL query generation.

