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Adrian Magarola

☁️ Platform Engineer | DevOps & Generative AI

I help startups and engineering teams build cloud foundations that are easier to scale, safer to operate, and faster to ship on.

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5+Years across AWS, Azure, and GCP
Cloud & DevOpsCloud foundations, CI/CD, and reliability
GenAIAI integrations that fit real engineering workflows

What I do

  • Platform Engineering: internal platforms, golden paths, and self-service tooling
  • Cloud Architecture: AWS multi-account setups, networking, security, cost governance
  • Infrastructure as Code: Terraform modules, policies, reproducible environments
  • CI/CD & Automation: pipelines, environments, and more reliable release workflows
  • AI & GenAI Integration: Amazon Bedrock, LLM workflows, and practical AI automation for engineering teams
  • Reliability Engineering: observability, SLOs, incident response, resilience

Services built for teams that need momentum

Clear, hands-on engagements to improve your cloud setup, ship with less friction, and remove delivery bottlenecks.

🚀 Startup Cloud Kickstart

  • Secure multi-account AWS setup with guardrails
  • Terraform foundation (networking, IAM, monitoring)
  • A first CI/CD pipeline ready to ship with confidence
Request a proposal

⚙️ DevOps Acceleration

  • Standardized CI/CD pipelines across teams
  • Automated testing and progressive release strategies
  • Observability dashboards and alerts that help teams act faster
Request a proposal

⚡ AI Integration for Platforms

  • LLM-powered automation for internal developer tools
  • Amazon Bedrock setup, fine-tuning and integration
  • AI-assisted workflows and assistants that fit real engineering work
Request a proposal

🐳 Containerization & Kubernetes

  • Containerize existing applications with Docker
  • Deployments on Kubernetes (EKS, AKS, GKE)
  • Helm charts, RBAC, and security best practices
  • Clear documentation and deployment runbooks
Request a proposal

🔒 Reliability & Cost Optimization

  • Infrastructure audit (security, cost, performance)
  • Terraform refactor & best practices
  • Documentation and runbooks your team can actually use
Request a proposal

🧩 Custom Support / Hourly Work

  • Targeted help to unblock specific technical issues
  • Architecture, Terraform, CI/CD, or deployment reviews
  • Hands-on support for teams that are already up and running
  • Flexible hourly support based on what your team needs
Request a proposal

How I work

  • Discovery session — clarify goals, risks, and constraints
  • Clear proposal — scope, milestones, and estimation
  • Execution — incremental delivery with fast feedback loops
  • Handover — runbooks, documentation, and a clean team transition

Outcomes you can expect

  • Delivery times reduced from hours to minutes with automation
  • More secure and better cost-optimized infrastructure
  • Standardized pipelines and environments for faster onboarding
  • Actionable observability to reduce MTTR
  • Higher developer productivity through self-service and templates
  • AI-powered workflows that amplify your engineering team's capacity