- LLM Inference: Operate a multi-tenant LLM inference platform on self-hosted GPUs, with vLLM as the serving engine, LiteLLM as the gateway, and FP8/NVFP4 quantization and KV-cache sizing backed by load testing. Cut token cost by 25-40% through provider routing.
- Kubernetes: Manage clusters across AWS, GCP, Azure and DigitalOcean for client and internal environments.
- IaC & GitOps: Deploy clusters, CI/CD pipelines and applications from scratch with Terraform (Scalr), Helm and ArgoCD, including production workload migrations from EC2 to Kubernetes.
- Secrets: Kubernetes-integrated secret management with HashiCorp Vault through the Vault Secrets Operator.
- Reliability: PostgreSQL on CloudNativePG with WAL archiving recovery and verified PITR, plus Grafana, Prometheus and Loki for observability.
Work
- Oct 2025 - PresentHelmcodeSite Reliability Engineer
- Feb 2023 - Oct 2025Optare SolutionsSite Reliability Engineer
- Managed 30+ Kubernetes clusters across AWS, GCP, Azure, and on- premise (k3s/kubeadm), ensuring high availability and disaster recovery for client environments.
- Operational Architecture: Collaborated with cross-functional teams to design scalable, secure architectures aligned with business requirements.
- Tooling & Automation: Focused on adoption of OpenTelemetry, FluentBit, Loki, and Tempo to centralize logging/tracing, reducing incident resolution time.
- CI/CD: Standardized secure pipeline designs using Gitlab, ArgoCD, Jenkins and Github Actions enforcing best practices (Trivy for vulnerability scanning, SonarQube for code quality).
- Observability: Built and maintained monitoring stacks (Prometheus/Thanos, Grafana, ELK).
- Configured and implemented Kong for API gateway functionality and load balancing, and Keycloak for robust identity management,
- Mentorship: Provided technical guidance to junior engineers on Kubernetes, Helm, and GitOps workflows.
- Nov 2021 - Feb 2023BemyvegaChief Technology Officer & DevOps Engineer
- Negotiate with vendors regarding software services and products.
- Implement the necessary solutions to meet the needs of the company and its users.
- Manage the IT team and coordinate the work of the area.
- Manage GitLab CI and ArgoCD deployments.
- Migrate on-premise services with Docker to a cloud infrastructure with Kubernetes.
- Mar 2021 - Nov 2021BemyvegaDevOps Engineer
- Definition and improvement of CI / CD processes (Gitlab, Drone, Gitea )
- Documentation management (WikiJS)
- Monitoring by Prometheus + Grafana
- Log management through Promtail + Grafana Loki + Grafana
- Container management through Docker with Docker-compose, Traefik as reverse proxy and loadbalancer.
- Tutoring of students in computer engineering internships.
- Jul 2019 - Apr 2021PCComponentesStore Assistant
After-sales technician:
- Incident management.
- Warranty management.
- Customer service.
- Provide comprehensive support and problem resolution for customers.
- Stock management.