I've built enterprise test automation frameworks for Capgemini clients including Toyota and CNHi, using Python and Java across UI, API, and integration layers.
I integrate automated coverage into Jenkins and Azure DevOps pipelines, translate requirements into BDD/Gherkin acceptance tests, validate backend changes with SQL, and containerize repeatable test environments with Docker and Kubernetes.
More recently, I've built a RAG pipeline with an evaluation workflow and failure-pattern tracking, plus an OCPP 1.6 WebSocket server and automated test suite covering reconnects, retries, and concurrent-client race conditions.

