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prmaddi6233/README.md
Pradeep Maddi — Cloud Platform Engineering · FinOps Evidence-based FinOps · 100+ account AWS platforms · Guardrails over runbooks

LinkedIn

👋 About Me

  • 🏗️ I run platform engineering for a 100+ account AWS Organization — account lifecycle automation, security baselines, and FinOps analytics
  • 💡 My thesis: cost recommendations rot in backlogs because nobody proves they're safe — so I build the evidence layer: deterministic checks, production metrics, canary validation
  • 🔭 Currently building cloud-finops-agent — tiered validation with production canaries and automated rollback

🚀 Featured Projects

cloud-finops-agent aws-platform-control-plane
eks-cost-governance-toolkit aws-aft-account-factory-blueprint

Deep dives — the ADRs behind the flagship:
why no sandbox benchmarks · why the agent is not the control plane · why validation is tiered

🧭 How I Work

  • 📝 Decisions get written down — "why not X" beats "how to X"
  • 🛡️ Guardrails live in config and policy engines, not runbooks
  • 🔒 A safety claim that can't fail closed isn't a safety claim

🛠️ Tech Stack

AWS · Kubernetes · Terraform · Helm · Python · Bash · GitHub Actions · Grafana · Prometheus · Linux

Popular repositories Loading

  1. prmaddi6233 prmaddi6233 Public

    Cloud Platform Engineer — AWS, Kubernetes, Terraform, FinOps. GitHub profile.

  2. aws-finops-analytics-pack aws-finops-analytics-pack Public

    Serverless AWS FinOps analytics on the FOCUS/CUR 2.0 standard — Athena query catalog, Grafana/QuickSight dashboards, and cost-governance patterns. Synthetic sample data.

  3. aws-aft-account-factory-blueprint aws-aft-account-factory-blueprint Public

    Sanitized AFT (Account Factory for Terraform) blueprint — automated, secure, cost-aware AWS account vending. Spans platform engineering, security/governance, and FinOps.

    HCL

  4. eks-cost-governance-toolkit eks-cost-governance-toolkit Public

    Cost-aware, well-governed EKS: Kyverno policy-as-code guardrails, budgeted team namespaces (ResourceQuota/LimitRange), and a Helm chart. Sanitized.

    Shell

  5. eks-cost-optimization eks-cost-optimization Public

    EKS cost optimization patterns: Karpenter Spot-first NodePools + consolidation, Graviton (arm64) migration, recommendation-only VPA rightsizing, and OpenCost vs. Kubecost with CUR net pricing. Sani…

    Shell

  6. cloud-cost-intelligence-platform cloud-cost-intelligence-platform Public

    Deterministic FinOps decision platform over FOCUS-aligned synthetic billing data — allocation, optimization, anomaly detection, commitment analytics, and executive reporting.

    Python