Miguel Ángel Carvajal Ramos | Senior Site Reliability and Platform Engineer

I'm Miguel Ángel Carvajal Ramos

Senior Site Reliability and Platform Engineer

Senior Site Reliability and Platform Engineer with 10+ years operating production systems at scale. Specialized in AWS, Kubernetes, AI/LLM platforms, incident response, automation, and reliability engineering. Experienced building agentic AI systems using Bedrock, LangGraph, MCP, and cloud-native platforms while maintaining production SLOs through automation, observability, and operational excellence.

Featured Projects

Production architectures, intelligent agents, and cloud-native labs

🚀 Project

AI Code Review Agent

Agentic system built with LangGraph + FastAPI + FAISS that performs automated code reviews on PR diffs. Integrates real tool calling (ruff linter, test coverage), RAG over repo conventions, dynamic context trimming, and structured JSON logging. Deployed via Docker Compose with GitHub Actions CI/CD pipeline.

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Tech Stack

Tools and platforms I use daily in production

Agentic AI & AIOps

AWS Bedrock MCP (Model Context Protocol) LangGraph LangChain AI Agents Agentic Workflows AI-assisted Incident Response RAG Vector Databases LangSmith

Infrastructure & DevOps

Terraform Terragrunt Ansible GitLab CI/CD GitHub Actions Jenkins Kubernetes (EKS, AKS) Helm GitOps (ArgoCD) Docker

Cloud Platforms

AWS (EKS, EC2, RDS, Lambda, CloudFormation, SSM, S3) GCP (Vertex AI, BigQuery, Cloud Run, Cloud Storage) Azure (AKS, APIM, Entra ID, Log Analytics) OCI

Security & CDN

Akamai CDN Imperva WAF SSL/TLS management API Gateway security

Release & Incident Management

ServiceNow PagerDuty SLO/SLI/SLA definition RCA blameless post-mortems on-call rotation

Programming

Python Bash JavaScript/React FastAPI Java C#

Monitoring & Observability

Datadog New Relic Grafana Prometheus CloudWatch Splunk Azure Monitor Log Analytics LangSmith