Cloud & Infrastructure
AWS, Azure, Kubernetes, Terraform — production-grade cloud platforms built for reliability and EU compliance.
AI systems are only as reliable as the infrastructure beneath them. I build cloud-native platforms that are reproducible, observable, and secure — so your team ships features instead of fighting infrastructure.
What I help with
Cloud architecture (AWS & Azure)
Design and delivery of cloud-native architectures — serverless, container-based, or hybrid. EU data residency and compliance built in from the start.
Kubernetes platforms
Production-grade clusters on EKS or AKS: networking, RBAC, security hardening, Helm/Helmfile-based deployment, and GitOps workflows.
Infrastructure as Code
Terraform and Terragrunt for reproducible, auditable infrastructure. Full environments provisioned from scratch. No more "works in staging, breaks in prod."
CI/CD pipelines
GitHub Actions or GitLab CI for both application and infrastructure delivery — with security scanning, container image hardening, and deployment gates.
Edge-to-cloud integration
Data replication and event streaming from on-premises edge devices to cloud (Kafka, EKS). Custom streaming applications and monitoring stacks included.
Typical outcomes
- Any environment reproducible from scratch, on demand
- Manual release cycles replaced by full CI/CD automation
- Security-hardened Kubernetes platforms with cost optimisation built in
- Edge devices streaming reliably to cloud at scale
Tools I work with
AWS (EKS, Lambda, CDK, Bedrock), Azure (ACA, AKS, DevOps), Terraform/Terragrunt, Kubernetes, Helm/Helmfile, Kafka, GitHub Actions, GitLab CI, Grafana, Prometheus.
GDPR & EU AI Act
Infrastructure decisions affect compliance. I factor in data residency, access controls, and audit logging from the start — not as an afterthought before go-live.