Platform engineering · Cloud · Applied AI

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.

Contact Platform engineering guide View CV Freelance

Based in Spain · Working worldwide

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

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

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
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Expertise

Technical stackCloud engineering that clears the path to production

Cloud, platforms, delivery automation, observability and applied AI.Architecture, automation and platform work focused on reliability, delivery speed and maintainable systems.

01

CloudCloud

AWS · Google Cloud · Azure

02

ContainersContainers/Orchestration

Docker · Kubernetes

03

Data workflowsData / Workflow Orchestration

MWAA (Apache Airflow)

04

APIs & PlatformAPIs & Platform Engineering

API Gateway · Apigee · CI/CD pipelines · Platform automation

05

GenAIAI / Generative AI Platforms

Amazon Bedrock · LLM integrations

06

Version controlVCS (Version Control Systems)

Git · GitHub · GitLab · Bitbucket

07

Infrastructure as CodeIaC (Infrastructure as Code)

Terraform

08

ScriptingScripting

Bash · Python

09

CI/CDCI/CD

GitHub Actions · Jenkins · Azure DevOps · ArgoCD

10

ObservabilityMonitoring/Logging

Grafana · Elasticsearch · Prometheus

Freelance

Ways I can help

Focused engagements for teams that need a practical path forward.

01

🚀 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
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02

⚙️ DevOps Acceleration

  • Standardized CI/CD pipelines across teams
  • Automated testing and progressive release strategies
  • Observability dashboards and alerts that help teams act faster
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03

⚡ 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
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04

🐳 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
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05

🔒 Reliability & Cost Optimization

  • Infrastructure audit (security, cost, performance)
  • Terraform refactor & best practices
  • Documentation and runbooks your team can actually use
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06

🧩 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
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Contact

Build the platform your next stage needs.

Tell me what is slowing the team down. I will help turn it into a clear technical plan.

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