Jorge Martins

Jorge Martins

Staff Site Reliability Engineer

DevOpsPlatformSRE

8+ years across DevOps, Platform Engineering, and Site Reliability — provisioning, orchestration, observability, and CI/CD for reliable, scalable cloud infrastructure in healthcare and utility platforms.

8+
Years in SRE & platform engineering
30%
Cloud cost reduction via FinOps & autoscaling
$50k/yr
AWS compute savings from Karpenter
50%
Faster CI build times after pipeline migration

Skills & technologies

Cloud & Platform

AWSGCPKubernetes (EKS/GKE)DockerKarpenterKEDA

Provisioning & IaC

TerraformTerragruntPulumiCloudFormationHelmAnsibleAtlantis

CI/CD & Automation

GitHub ActionsJenkinsAzure DevOpsPythonJavaBashRobot Framework

Observability

DatadogPrometheusGrafanaELK / ECKCloudWatch

Data & Messaging

KafkaRedisRDS PostgreSQLElasticsearchMongoDBDatabricks

Security & Networking

VPC ArchitectureIAMPrivateLinkWAFCert-ManagerHashiCorp VaultConsul

Certifications

Certified Kubernetes Administrator (CKA)
Linux Foundation
Certified Kubernetes Application Developer (CKAD)
Linux Foundation
Terraform Associate
HashiCorp

Experience

Staff Site Reliability Engineer

Fabric Health (formerly GYANT) · Remote, Portugal

Jan 2024 – Present

Promoted from Senior Platform Engineer to lead architectural strategy and platform maturity

  • Led a large-scope VPC refactor and EKS Auto Mode migration across multiple systems with zero service disruption.
  • Achieved $50k/year in AWS compute savings by implementing Karpenter for dynamic autoscaling.
  • Hardened platform security via private-only database connectivity, AWS WAF integration, and automated IAM permission management.
  • Designed a unified provisioning repository and standardized Service Catalog to streamline developer workflows.
  • Standardized global monitoring by migrating the observability stack from Prometheus/ELK to Datadog.
  • Executed zero-downtime Kubernetes cluster upgrades and resolved long-standing ACM certificate and legacy load balancer issues.
  • Migrated from Kubernetes Ingress to the Gateway API, decommissioning Ingress NGINX in favor of kgateway.
  • Reviewed complex technical proposals and PRs org-wide to prevent architectural bottlenecks.
  • Designed a hub-and-spoke access model with an identity-aware proxy, unifying safe, auditable engineering access across all acquired organizations.

Cloud Engineer (Freelancer)

Tribusmed · Remote, Portugal

Oct 2023 – Jan 2024

  • Architected and automated GCP resource provisioning with Pulumi, moving from manual configuration to fully version-controlled infrastructure.
  • Configured KEDA to scale Kubernetes workloads dynamically based on GCP Pub/Sub metrics.
  • Designed CI/CD pipelines in GitHub Actions supporting ephemeral environments for rapid feature testing.

Senior Platform Engineer

GYANT · Remote, Portugal

May 2022 – Dec 2023

  • Architected and maintained high-availability Kubernetes clusters with custom Helm charts and NGINX/Cert-Manager ingress.
  • Built and scaled a centralized logging and monitoring solution using ECK and the ELK stack for high-volume healthcare data.
  • Managed AWS environments via Terraform and implemented Policy-as-Code to meet HITRUST healthcare compliance standards.
  • Facilitated deployment of self-hosted AI vector databases and large-scale data pipelines for AI-driven healthcare features.
  • Migrated legacy Travis CI pipelines to GitHub Actions, cutting build times by 50%.

Site Reliability Engineer

Talkdesk · Remote, Portugal

Jan 2021 – Apr 2022

  • Orchestrated global AWS infrastructure with Terraform and Terragrunt, implementing Atlantis for a PR-driven GitOps workflow.
  • Automated lifecycle management of Kafka, Redis, RDS PostgreSQL, Elasticsearch, and MongoDB with Ansible.
  • Managed large-scale Kubernetes clusters and Git-based CI/CD workflows via Jenkins.
  • Implemented HashiCorp Vault for secret orchestration and Consul for service discovery and health monitoring.
  • Handled zero-downtime Elasticsearch index migrations and managed Databricks workspace access control.

Critical Software

Portugal

Technical Team Lead & DevOps Architect

Aug 2019 – Dec 2020

  • Led a cross-functional team delivering high-consequence UK Energy Smart Metering platforms, guiding architecture and technology decisions using Agile/Kanban.
  • Mentored engineers, reviewed technical proposals, and coordinated with testing and client DevOps teams to keep delivery aligned with product quality standards.
  • Engineered highly available multi-cloud environments across AWS and Azure with CloudFormation, meeting ISO 27001 and UK government utility compliance standards.

DevOps Engineer

Apr 2018 – Aug 2019

  • Engineered automated AWS provisioning with CloudFormation (S3, CloudFront, Route53, Lambda, API Gateway, Cognito) for a national-scale platform.
  • Built CI/CD pipelines with Jenkins and Azure, and automated testing suites with Robot Framework and Python.

Software Engineer (Internship)

Sentilant · Portugal

Sep 2017 – Mar 2018

  • Developed a vehicle telemetry system end-to-end, including a data acquisition device and an ASP.NET Core web server.
  • Built an Android app for trip management and designed a MySQL database for real-time telemetry data.

Education

Bachelor's Degree in Computer Science

Instituto Superior de Engenharia de Coimbra, Portugal

March 2018

ERASMUS+ International Exchange

Universidad Rey Juan Carlos, Madrid, Spain

February 2017

Languages

  • Portuguese — Native
  • English — Full Professional (C1)
  • Spanish — Working Proficiency

Hobbies

Running
Long runs to clear my head
Gym
Consistency over intensity
Surfing & the beach
Chasing swells whenever the ocean cooperates
Movies & old series
Old favorites that take me back
Tech & construction content
Documentaries and videos on how things get built
Building things
Homelab and infra projects in my own time

Reliability Notes

From the blog

All posts

28 Mar 2026

Migrating from Ingress NGINX to the Gateway API with kgateway

Ingress NGINX was going away, so we compared Ingress and the Gateway API, load-tested three controllers, and moved four environments to kgateway.

15 Sept 2025

How we cut $50k/year off our AWS bill with EKS Auto Mode and Karpenter

Four EKS clusters on fixed node groups and Classic Load Balancers, and how we moved them to EKS Auto Mode with zero service disruption.


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