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SarmadBytes/README.md

Sarmad Ahsan — OpenShift Consultant

LinkedIn CV Email Location

I design, run and fix production Red Hat OpenShift where downtime and audit findings are not an option. Most recently I was the resident OpenShift consultant on the platform of a MENA tier-1 bank (PCI-DSS Level 1) — segregated DC, DMZ and DR clusters. Before that I delivered OpenShift, ODF, Red Hat Virtualization, Keycloak and middleware platforms for banks, a national telecom operator and managed-service clients.

When the platform does not give me the answer, I build the tool — and I publish what I learn here.

How I can help

You need What I do
A new or rebuilt cluster OpenShift 4.x on bare metal, vSphere or SNO — HA/DR design, install, hand-over runbooks
Safe upgrades upgrade-path planning, operator-catalog checks, pre-checks and rollback plan
Security & audit SCC / restricted-v2, RBAC + LDAP access reviews, NetworkPolicy segmentation, certificate lifecycle, PCI-DSS / SAMA evidence
Many clusters Advanced Cluster Management, Advanced Cluster Security, OpenShift GitOps (Argo CD)
Storage OpenShift Data Foundation (Ceph) — replacing NFS/SAN, capacity and S3
Apps & middleware on OpenShift Keycloak / Red Hat SSO, 3scale, AMQ, IBM Cloud Pak — platform-side deployment and troubleshooting
AI on OpenShift OpenShift AI, NVIDIA GPU Operator, model serving — building it in my own lab

Proof, not slides

Tools & field notes

Project What it does Stack ★ Updated
ocp-node-connectivity-checker Check network reachability from every OpenShift node to a destination in one run (oc debug + curl), with logs and a summary table bash, day2-operations, kubernetes, networking, openshift 0 2026-10-05
openshift-field-notes Real OpenShift production problems and how they were fixed: SCC, certificates, upgrades, nodes, storage kubernetes, openshift, red-hat, runbooks, troubleshooting 0 2026-10-05

Making open-source tools run on OpenShift. Many popular projects break under OpenShift's restricted-v2 SCC (random UIDs, no root). I fix that upstream where I can, and publish "for OpenShift" versions with full credit where I can't.

Upstream contributions

First upstream pull requests coming this month — OpenShift docs, llm-d, KubeArmor.

Latest field notes

Real production problems and exactly how they were fixed → openshift-field-notes

My OpenShift AI lab

Everything I publish is tested here first.

flowchart LR
  subgraph WS["ThinkStation P920 · Proxmox VE 9"]
    direction TB
    GPU["NVIDIA RTX 3060<br/>PCIe passthrough"]
    subgraph SNO["Single-Node OpenShift 4.x"]
      direction TB
      ODF["ODF LVM storage"]
      NFD["Node Feature Discovery"] --> GPUOP["NVIDIA GPU Operator"]
      GPUOP --> RHOAI["OpenShift AI"]
      RHOAI --> SERVE["Model serving · vLLM"]
      CNV["OpenShift Virtualization"]
      GITOPS["OpenShift GitOps"]
    end
    GPU --> SNO
  end
  DEV["Legion workstation<br/>oc · Ansible · Python"] -->|GitOps| GITOPS
  SANDBOX["Red Hat Developer Sandbox<br/>restricted-v2 tests"] -.-> DEV
Loading

Toolbox

  • Platform: OpenShift 4.x · Kubernetes · ACM · ACS · ODF/Ceph · Quay · OpenShift Virtualization · RHV
  • Delivery: Argo CD · Tekton · Helm · Kustomize · Ansible/AAP · Terraform · GitHub Actions
  • Observe & secure: Prometheus/PromQL · Grafana · Dynatrace · ELK · SCC · NetworkPolicy · Keycloak
  • Code: Python · Bash · YAML
  • AI infra: OpenShift AI · NVIDIA GPU Operator · vLLM

Now

  • 🔧 Building: OpenShift AI + NVIDIA GPU Operator on Single-Node OpenShift
  • 📦 Shipping: one cleaned-up tool or "for OpenShift" port every week
  • 🎓 Studying: RHCA in OpenShift track (EX280 → EX380), NVIDIA NCA-AIIO

OpenShift is a trademark of Red Hat, LLC. Kubernetes is a registered trademark of The Linux Foundation. Personal profile — not affiliated with either. · Last updated: 2026-10-05

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