Restauranty — Azure AKS DevOps Platform
Containerized microservices platform, deployed and operated on Azure Kubernetes Service, with an AI assistant wired into live cluster and security data.
- Containerized four core application services with Docker and deployed them to Azure Kubernetes Service (AKS) through Azure Container Registry, using Kubernetes resources, NGINX Ingress, DNS and TLS to create a repeatable production-style cloud environment.
- Implemented CI/CD with GitHub Actions and passwordless Azure OIDC authentication, then added Prometheus, Grafana, Loki and Grafana Alloy for metrics and centralized logging across 6+ components.
- Used Trivy, kubectl and Linux troubleshooting to identify 50+ HIGH/CRITICAL image findings and resolve networking, authentication, MongoDB and resource-management incidents — and added Cowrie security-event summaries surfaced through an AI-assisted interface.
"Instead of manually going through logs, the goal was to ask ‘are my pods healthy?’ or ‘what commands did the attacker execute?’ — the assistant routes the request to an approved operation and returns a human-readable answer, never raw shell or database access."