At the United States Air Force, I operated intrusion detection systems and managed access control in a classified operational setting. I also produced incident reports and briefings for senior command.
For my MSc capstone, I designed an AI risk audit tool that connects network and identity findings into prioritised risk narratives, and stress tested it across adversarial scenarios. The prototype uses a no-data-retention architecture.
I built a detection and alerting pipeline in Microsoft Sentinel with custom KQL queries and threat-data enrichment. I also designed an n8n triage workflow with human approval checkpoints and REST API and database integration.

