• Build the first automated Anomaly detection alarm, reduce risk detection from 2 months to 1 week.

• Improved large-scale test migration automation by enhancing the Jenkins-to-Hydra Migration Tool (JMT), raising automated migration success rates from ~20% to 80–90% and enabling self-service test migration across multiple Redshift teams.

• Owned system-level Vacuum system testing by developing and maintaining Kitchen Sink system tests across provisioned and serverless clusters, identifying 30+ defects and catching 7 production-level regressions pre-release that unit tests could not detect.

• Resolved critical stability and release risks by delivering 20+ patch- and release-blocking fixes, including crashes, assertion failures, and concurrency-related bugs, improving patch reliability and operational confidence.

• Supported SEV-2 customer incidents by providing Vacuum-specific debugging, log analysis, and RCA guidance, accelerating triage and reducing operational risk for large production workloads.

Redshift vacuum team - providing a sortedness metric for auto vacuum.

Learn more about AWS vacuum here:

https://docs.aws.amazon.com/redshift/latest/dg/r_VACUUM_command.html

• Selected for a highly competitive Fellowship designed to uplevel software engineering knowledge and skills through individualized curriculum to target growth areas and personalized coaching from industry leading software engineers.

• Completed intensive training to master DSA and practical CS topics through independent projects, pair-programming, and small mentor-led groups.

Content Cloud Team

• Led the CMS Schedule Page Migration project to a serverless micro-service with React, TypeScript, Python and Postman.

• Optimized backend SQL by replacing comprehensive loops with targeted ID-based queries, reducing load time from 48.2s to 9s.

• Transformed frontend design with Material UI library and React components, wrote unit test in Jest, boosting user engagement by 81.3%.

• Collaborated closely with cross-functional teams to ensure all aspects of the project were well-coordinated and executed seamlessly.