At Oracle, I built a modular Shell and Python automation framework for Diameter Signal Routing that cut deployment and validation time from 2–3 days to about 3 hours. I also automated telecom scenario validation and investigated production CPU dips and high I/O wait.
On a separate project, I built and deployed a cloud-native law firm platform using AWS, Terraform, and GitHub Actions, with a keyless CI/CD pipeline. I also developed Micronaut backend provisioning workflows at Oracle and built machine-learning models during my internship at CTTC Bhubaneswar.

