Interactive Engineering Capability Map
Rather than arbitrary skill percentage bars, every technology below is backed by real-world production architectures, enterprise role context, implementation patterns, and direct links to case studies, GitHub repositories, articles, and video walkthroughs.
Container Platforms & Orchestration
Full lifecycle architecture, day-2 operations, zero-downtime upgrades, and multi-tenant governance across 60+ production and non-production Kubernetes and OpenShift clusters.
Red Hat OpenShift
Senior Platform Engineer @ Henkel · MKBN-Tech Masterclass Instructor
Architect and operate enterprise on-premises OpenShift 4 clusters supporting mission-critical workloads. Execute zero-downtime HA control plane and MachineConfigPool worker upgrades, configure OAuth/Corporate SSO, and enforce multi-tenant guardrails.
Production Implementation Patterns:
- Zero-downtime HA cluster upgrades with MCP pause/soak gates
- Multi-tenant namespace isolation, ResourceQuotas, LimitRanges & NetworkPolicies
- Operator Lifecycle Manager (OLM) day-2 automation
Verified Production & Open-Source Evidence:
Kubernetes (Upstream, RKE2, Kubeadm)
CNCF Certified Kubestronaut (CKA, CKS, CKAD, KCNA, KCSA)
Deep control-plane and workload orchestration expertise spanning stacked etcd HA bare-metal clusters, Rancher RKE2, Cluster API, and fleet-scale multi-cluster governance.
Verified Production & Open-Source Evidence:
OpenShift Virtualization (KubeVirt)
Senior Platform Engineer @ Henkel
Engineered converged application platforms running virtual machines alongside containerized microservices on OpenShift, enabling application teams to modernize legacy VM workloads without dual-stack operational overhead.
Verified Production & Open-Source Evidence:
Managed Kubernetes (GKE, AKS, EKS) & Rancher
Senior SRE @ OpsRamp · Technical Lead @ HPE
Provisioned and operated 60+ managed clusters across Google Kubernetes Engine (GKE), Azure Kubernetes Service (AKS), Amazon EKS, Anthos, and Rancher multi-cluster control planes.
Verified Production & Open-Source Evidence:
CI/CD & GitOps Delivery
End-to-end automated software delivery from commit to multi-cluster production using OpenShift GitOps (Argo CD), Tekton, GitLab CI/CD, Helm, and Kustomize.
Argo CD & OpenShift GitOps
Senior Platform Engineer @ Henkel · LFS169 Certified
Architected declarative, zero-drift continuous delivery across Single-Node OpenShift (SNO) staging and multi-node HA production clusters using Argo CD ApplicationSets, sync waves, and PR-driven ephemeral preview environments.
Production Implementation Patterns:
- Pull Request Generator ApplicationSets for instant ephemeral preview namespaces
- App-of-Apps & ApplicationSet multi-cluster promotion patterns
- Automated drift detection, self-healing reconciliation, and sync hooks
Verified Production & Open-Source Evidence:
Tekton (OpenShift Pipelines)
Senior Platform Engineer @ Henkel
Engineered reusable, serverless Kubernetes-native CI pipelines on OpenShift Pipelines (Tekton) for automated source builds, vulnerability scanning, OCI image signing, and GitOps manifest updates.
Verified Production & Open-Source Evidence:
GitLab CI/CD, GitHub Actions & Jenkins
GitLab Certified Associate · Senior SRE @ OpsRamp
Built standardized pipeline-as-code templates across GitLab CI/CD, GitHub Actions, Azure Pipelines, and Kubernetes-hosted Jenkins controllers with dynamic agent pods.
Verified Production & Open-Source Evidence:
Helm, Kustomize & Knative Serverless
Senior Platform Engineer @ Henkel · Senior SRE @ OpsRamp
Authored reusable Helm charts and environment-specific Kustomize overlays to promote workload consistency across INT, QA, Dev, UAT, and Production clusters without duplicating YAML.
Verified Production & Open-Source Evidence:
Platform Engineering & Autonomous AI Ops
Transforming complex infrastructure into self-service developer experiences via Port IDP and pioneering autonomous in-cluster AI SRE workflows with CrewAI, Ollama, and K8sGPT.
Port Internal Developer Platform (IDP)
Senior Platform Engineer @ Henkel
Built and scaled an Internal Developer Platform using Port that enables developers and application owners to self-service OpenShift namespaces, quotas, and onboarding workflows without manual platform tickets.
Production Implementation Patterns:
- Software catalog modeling for clusters, namespaces, services, and environments
- Self-service day-2 actions backed by GitOps PR generation and API automation
- Embedded scorecards enforcing production readiness (probes, quotas, backup labels)
Verified Production & Open-Source Evidence:
Autonomous AI SRE Agents (CrewAI, Ollama, K8sGPT)
Creator of Autonomous AI SRE Crew & MKBN-Tech AI Ops Series
Designed and deployed in-cluster autonomous AI SRE agent crews using Python, CrewAI, K8sGPT, kubectl-ai, kagent, and local GPU-accelerated Ollama LLMs to continuously monitor Golden Signals, diagnose pod failures, and execute guarded remediations.
Verified Production & Open-Source Evidence:
Developer Golden Paths & API Automation
Senior Platform Engineer @ Henkel
Automated repetitive platform operations using Python, Go templates, Bash, and Kubernetes/OpenShift REST APIs to eliminate operational toil and standardize application onboarding.
Verified Production & Open-Source Evidence:
Security, Secrets & Supply Chain
Defense-in-depth platform security across the 4Cs of Cloud Native—from signed OCI artifacts and admission control to runtime secret injection and CNAPP posture management.
HashiCorp Vault & External Secrets Operator (ESO)
Senior Platform Engineer @ Henkel
Designed and operated enterprise secrets management architectures integrating HashiCorp Vault and Azure Key Vault with External Secrets Operator (ESO), eliminating hard-coded secrets from Git repositories and CI pipelines.
Production Implementation Patterns:
- Kubernetes ServiceAccount JWT authentication to HashiCorp Vault
- Declarative ExternalSecret & ClusterSecretStore CRD reconciliation
- Automated secret rotation and least-privilege namespace scoping
Verified Production & Open-Source Evidence:
OpenShift RBAC, SCCs & Corporate SSO
Senior Platform Engineer @ Henkel · CKS & KCSA Certified
Replaced default cluster-admin credentials with enterprise OAuth/OIDC SSO identity providers, group-based RBAC bindings, restricted Security Context Constraints (SCCs), and zero-trust NetworkPolicies.
Verified Production & Open-Source Evidence:
Supply Chain Security (Cosign, OPA, Wiz CNAPP, Harbor)
Senior Platform Engineer @ Henkel · Senior SRE @ OpsRamp
Enforced end-to-end software supply chain integrity by scanning images with Trivy/Snyk, hosting private OCI artifacts in Harbor, signing images with Sigstore Cosign, gating admissions via OPA Policy Agent, and monitoring cloud posture with Wiz CNAPP.
Verified Production & Open-Source Evidence:
Observability, SRE & Disaster Recovery
Sustaining 99.9% production availability through full-stack telemetry, proactive capacity engineering, resilient distributed block/object storage, and verified disaster recovery.
Prometheus, Grafana, Alertmanager & Loki
PCA Certified · Senior Platform Engineer @ Henkel · Senior SRE @ OpsRamp
Engineered unified monitoring, metrics, alerting, and centralized log aggregation stacks across Kubernetes and OpenShift clusters to track Golden Signals, detect resource saturation, and accelerate root-cause analysis.
Verified Production & Open-Source Evidence:
Kubernetes Disaster Recovery (Veeam Kasten)
Senior Platform Engineer @ Henkel · Zerto Certified
Implemented enterprise backup, immutable snapshot replication, and disaster recovery orchestration using Veeam Kasten K10 to protect stateful Kubernetes applications, PVCs, and OpenShift Virtualization VMs.
Verified Production & Open-Source Evidence:
Cloud-Native Storage (Ceph & Longhorn)
Senior SRE @ OpsRamp · MKBN-Tech Storage Architecture Series
Deployed and operated self-healing distributed storage platforms using Ceph (RBD/CephFS/RGW) and SUSE Longhorn to provide replicated persistent block and file storage for bare-metal and hybrid Kubernetes clusters.
Verified Production & Open-Source Evidence:
Cloud Infrastructure & Networking
Multi-cloud foundation engineering across 200+ GCP projects, Azure subscriptions, and AWS accounts with enterprise landing zones, IAM governance, and L4/L7 load balancing.
Google Cloud Platform (GCP) & GKE
Google Cloud Certified Professional Cloud Architect & Cloud Security Engineer
Architected standardized GCP landing zones, shared VPC topologies, IAM/Workload Identity boundaries, and GKE/Anthos fleets supporting 200+ production and non-production projects.
Verified Production & Open-Source Evidence:
Microsoft Azure & AWS Cloud Architecture
Microsoft Certified DevOps Expert (AZ-400) & Azure Admin (AZ-104)
Led multi-cloud architecture and migration initiatives across Microsoft Azure and AWS at Hewlett Packard Enterprise, designing highly available compute, hub-spoke networking, and cost-optimized workloads.
Verified Production & Open-Source Evidence:
HA Load Balancing & Kubernetes Networking (HAProxy, Keepalived, Istio)
Solo.io Istio Certified · Former Cisco TAC Sr. IT Analyst
Deep foundational networking expertise from Cisco routing/switching to Kubernetes CNI (Calico/OVN-Kubernetes), Istio service mesh, OpenShift Routes/Ingress, and bare-metal HAProxy + Keepalived VRRP failover.
Verified Production & Open-Source Evidence:
Infrastructure as Code & Configuration Management
Codifying 100% of cloud provisioning, bare-metal OS hardening, and Kubernetes cluster bootstrapping using versioned, tested Infrastructure as Code.
Terraform (Multi-Cloud Reusable Modules)
HashiCorp Certified Terraform Associate · Technical Lead @ HPE
Authored and maintained enterprise Terraform module registries provisioning VPCs, IAM roles, GKE/AKS/EKS clusters, and database infrastructure across GCP, Azure, and AWS.
Verified Production & Open-Source Evidence:
Ansible & SaltStack Configuration Automation
Senior Platform Engineer · Senior SRE @ OpsRamp
Automated bare-metal and VM day-0/day-2 operations using idempotent Ansible roles and SaltStack states—bootstrapping HA Kubernetes/RKE2 clusters, external Ceph storage, and self-hosted GitLab instances.
Verified Production & Open-Source Evidence: