At Sun Life, I manage application support, operations, and production stability, including incidents, change requests, and frontend enhancements. I also support cloud applications using AWS and Kubernetes and work on Java backend development and AI-driven application enhancements.
At Centre For Railway Information Systems, I built a machine learning model to predict rolling stock part failures and expected failure dates. I analyzed more than 70,000 failed-part records using PostgreSQL and developed a Django web app to display predicted failures for maintenance planning.

