Learning by building practical tools for cloud, DevOps, AI, and security.
I learn by making small, usable projects, trying them locally, and writing down how they work. I’m growing my skills in containers, cloud tooling, automation, and security operations.
I build open-source tools for SOC triage, cloud security, and AI security. Recent projects include SOC IOC Workbench, HIBP Domain Exposure Audit, CloudTrail Change Hunter, and AI-agent security tools such as Agent Authority Analyzer and MCP Boundary Audit.
- Keep tools practical and easy to try.
- Explain setup, limitations, and safe use.
- Test changes and improve projects as I learn.
Docker and Compose · Cloud fundamentals · Python tooling · SOC workflows · Detection engineering
This profile is a work in progress. I’m learning in public and improving these projects one step at a time.