Delivered an Ansible automation framework for Linux operations, complete with reusable roles, testing, and documentation.

Impact: Consistent deployments, reduced failure rates, and faster change delivery.

Redesigned VMware/OpenStack build pipelines with CIS-hardened base images, automated QA, and self-service tooling.

Impact: Provisioning time cut from hours to minutes with full compliance traceability.

Led discovery of unsupported systems, prioritised risk, and mapped migrations to supported Linux platforms.

Impact: Executable roadmap, costed plan, and early wins through containerisation.

Built standard images, patch playbooks, and operational runbooks aligned with both ops and security stakeholders.

Impact: Documented compliance without additional operational overhead and smoother onboarding.