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Achievement: Pull SharkAchievement: Quickdraw

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im-sathiyan-baskaran/README.md

Sathiyan Baskaran

DevOps Engineer (5+ yrs) → building toward AI Infrastructure / ML Platform Architecture

Operate today: CI/CD, Kubernetes/EKS, Terraform, GitOps — production infra for enterprise & automotive clients

Practice: devops-hands-on-labs — the same skills, outside client-confidential work

Shipped: predictive-maintenance-mlops — CT/CD pipeline for a failure classifier: DVC-versioned data, CI-gated training, keyless AWS auth via OIDC

Building toward: Kubernetes-native MLOps (model serving, inference infra) — tracking progress in mlops-hands-on-labs

Teach what I learn → sathiyancloud

📍 Chennai, India · LinkedIn

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  1. predictive-maintenance-mlops predictive-maintenance-mlops Public

    CT/CD pipeline for a machine-failure classifier — DVC-versioned data, CI-gated training, keyless AWS auth via OIDC, containerized and published to GHCR.

    Python

  2. blue-green-deploy-hands-on blue-green-deploy-hands-on Public

    HCL

  3. eks-terraform-modules eks-terraform-modules Public

    HCL

  4. eks-cluster-upgrade-demo eks-cluster-upgrade-demo Public

  5. github-arc-demo github-arc-demo Public

  6. istio-demo-hands-on istio-demo-hands-on Public

    Python