About
Hello, I'm Khuram Murad β an AI Agents Specialist, Kubernetes Expert, and AI Automation Specialist based in Islamabad, Pakistan.
I build systems that run themselves:
π€ **AI Agents for Kubernetes** β I develop autonomous agents that detect pod crashes, OOMKilled, ImagePullBackOff, and other cluster issues, then remediate them automatically. My project ai-agents-fixing-kubernetes-issues cuts MTTR from hours to seconds.
βΈοΈ **Production Kubernetes** β I design and operate AWS EKS and OpenShift platforms with Terraform, Helm, and GitOps. My flask-app-al-nafi-project is a full reference architecture: Flask + PostgreSQL, Dockerized, deployed on EKS, monitored with Prometheus & Grafana.
β‘ **AI Automation** β I build hybrid inference routers that decouple workflows from proprietary APIs, dynamically routing between OpenAI, Claude, and local Llama 3.2-Vision models. This saves cost and ensures privacy.
π§ **Current builds:**
- hybrid-agent-inference-router (public)
- claude-marketing-workflow-kit (public)
- web-monitor for Zyte Scrapy Cloud
- ODM-linux-based-download-manager β a Linux alternative to IDM (my most active build, updated 11 hours ago)
I also write practical DevOps tutorials on DEV.to β covering Jenkins port fixes, SSH hardening, Docker NO_PUBKEY errors, Kubernetes with Vagrant, and Terraform with AWS.
**I build fully offline AI assistants** running on my own hardware β no cloud, no data leaks.
Available for freelance platform engineering and AI-agent projects. Let's connect.