I built Sentinel SRE, a self-healing incident-response platform on Kubernetes that detects and remediates common failures in 30–90 seconds. It uses a confirmation window to avoid false positives, with bounded automation and escalation to an on-call engineer when needed.
During my DevOps Cloud Acceleration training at National Telecommunication Institute (NTI), I wrote Kubernetes manifests, deployed and debugged workloads on Kubernetes and OpenShift, and applied Terraform resources on AWS. I also automated Jenkins builds with credentials and webhooks.
At Digital Egypt Pioneers Initiative (DEPI), I deployed three services through an automated CI pipeline and ran the same Docker images from Compose on Kubernetes. I also co-authored the PULSE research paper, presented at IMSA 2026 and published in IEEE Xplore.

