At Ciena India Pvt Ltd, I built Python automation to validate Kafka message synchronization across Kubernetes clusters. I added a drain-and-isolate mechanism to make regression validation more deterministic and order-independent.
For Traffic Engineering, I developed more than 300 automated test cases and improved test pass rates from 65% to 95% through root-cause analysis and framework fixes. My Selenium and Behave automation also reduced manual validation effort by over 50%.
I developed a HAR-to-Test workflow that turns captured browser requests and responses into reusable API regression-test artifacts. It supports direct data validation without relying as heavily on UI traversal.
Independently, I’m developing Engineering Intelligence, a platform for investigating automated test failures by correlating UI, API, event, and database evidence. I also automated Python data workflows and built scraping utilities and dashboards as an intern at Binary Data Labs.
