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vsindevops/README.md

Vishwas Sharma

CloudOps Specialist @ Teradata  ·  Linux · Cloud · Infrastructure

Kubernetes · GCP · DevSecOps · MLOps

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About

I've spent 10+ years in Linux, cloud and infrastructure operations. At Teradata I'm a CloudOps Specialist, leading cloud infrastructure operations on GCP.

My focus is where DevSecOps meets MLOps: securing CI/CD pipelines, hardening Kubernetes, and making machine learning workloads production-ready.

  • 🏢 CloudOps Specialist @ Teradata
  • 🔬 Building Outage Lab: real production failures, rebuilt on a laptop
  • 🎯 Currently focused on: Kubernetes security, MLOps pipelines, GitOps
  • 📍 India

🔬 What I'm building: Outage Lab

Real production failures, rebuilt on a laptop. Break them, find the cause, fix them, and stop them from coming back.

Every lab runs on a laptop with Docker, kind and kubectl. No cloud account, no cost. Each one follows the same debugging method: reproduce the failure, collect the evidence, prove the cause, and fix it properly instead of just making the symptom go away.

# Failure What you learn
001 The pod that restarts with no error in the logs Exit code 137, memory limits, and why a bigger limit is not a fix

More labs are on the way. Start with Lab 001 →

Projects

Project What it is Stack
outage-lab Real production failures rebuilt on a laptop, with a step-by-step debugging method Kubernetes · kind · Bash
K8s-security-recipes A hands-on 7-day series on securing Kubernetes end to end: Pod Security Admission, seccomp, AppArmor, OPA Gatekeeper, Falco (in progress) Kubernetes · Security
gcp-ops-recipes Terraform lab on GCP: a public bastion host in front of a private prod server, with a custom VPC, firewall rules and SSH-only access Terraform · GCP
devops-real-world-project-implementation-on-aws My hands-on build of StackSimplify's Ultimate DevOps Real-World Project on AWS: EKS with Terraform, Karpenter, Helm, Argo CD, OpenTelemetry AWS · EKS · Terraform
Shell Shell scripts, including a GitHub API integration module Bash

Certifications

KCNA KCSA

Google Cloud ACE Google Cloud PCA

Tech Stack

Containers & Orchestration

Kubernetes Docker Helm containerd

Cloud & Infrastructure

Google Cloud Linux Terraform Ansible

CI/CD & DevSecOps

GitHub Actions ArgoCD Trivy Falco OPA

MLOps & Observability

MLflow Kubeflow Prometheus Grafana

Languages & Scripting

Python Bash YAML

GitHub Stats

GitHub stats    Top languages GitHub streak

Let's connect

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If a lab helps you, a ⭐ on outage-lab helps other engineers find it.

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  1. gcp-ops-recipes gcp-ops-recipes Public

    HCL

  2. K8s-security-recipes K8s-security-recipes Public

    A practical, project-based learning 7 days series focused on securing Kubernetes clusters end-to-end.

    1 1