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Edward Buba ayobuba

MLoPs | Infrastructure Automation | Observability

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@pictdaNG

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Hi, I'm Edward Buba 👋

SRE / Principle DevOps Engineer • Automation • Cloud Infrastructure • MLoPs

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🚀 About Me

  • DevOps professional with 7+ years building scalable, secure cloud platforms across AWS & GCP.
  • Obsessed with reliability, observability, and GitOps-driven delivery.
  • I love turning chaos into clean, automated systems that run themselves.

🔥 Career Highlights

  • Migrated from Datadog to Grafana (LGTM) — 60% cost reduction with zero visibility loss.
  • Designed a federated multi-tenant Prometheus topology; downtime reduced by 30%.
  • Built production-grade Terraform modules for Grafana alerting & incident workflows.
  • Implemented Grafana OnCall and improved MTTR across multiple teams.
  • Migrated Kafka workloads to Strimzi on GKE; standardized CI/CD with ArgoCD (GitOps).
  • Drove platforms to 99.99% uptime with performance and cost optimization baked in.

🧰 Currently at Shara Inc.

🧰 Previously at Credrails, Andela/Firstup, Ajocard, FHI 360, GIZ.


🧩 Focus Areas

  • Kubernetes: EKS, GKE, multi-cluster, cost-efficient architectures
  • Observability: Prometheus, Grafana, Loki/Tempo/Mimir, SLOs, alerting, OnCall
  • Platform: Terraform/Terragrunt, ArgoCD, Helm, GitHub Actions, CircleCI
  • Data/Streaming: Kafka (Strimzi), OpenTelemetry pipelines
  • Security/Compliance: PCI/SOC2-aligned IaC, least privilege, policy-as-code

🛠️ Tech Stack


📈 GitHub Stats

GitHub Stats

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🏆 Trophies

GitHub Trophies


🔭 Featured Projects

  • LGTM-on-Kubernetes – Helm library + ArgoCD GitOps for Grafana LGTM on EKS/GKE.
  • Kafka-on-Strimzi – Production-ready Kafka with MirrorMaker2, monitoring & SLOs.
  • Grafana-Alerting-Terraform – Reusable modules for alerts, contact points & OnCall.

👉 Pin your best repos to your profile so they show up right here.


📝 Writing & Talks

  • Observability deep dives (PromQL, SLOs, Mimir multi-tenancy)
  • Cost-optimized K8s architectures (spot, autoscaling, right-sizing)
  • GitOps patterns with ArgoCD & ApplicationSets

🤝 Connect


Built with ❤️ and a lot of YAML.

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