At Echelon Edge, I architect fault-tolerant backend systems with Python, Flask, PostgreSQL, Docker, and Kubernetes. I also engineered automated database failover with Patroni and resilient asynchronous processing with Redis and Celery.
I built Python and Shell automation for bulk operations, database patch syncing, deployments, and server housekeeping, reducing manual intervention by up to 70%. I set up monitoring and alerting with Prometheus and Grafana to support production reliability and incident debugging.
Before my current role, I worked as a Software Test Engineer, building WebdriverIO automation suites that cut test execution time by 60% and conducting API, security, and regression testing. I started my career as an Intern, gaining a foundation in manual testing and Core Java.

