- Cloud
- AWS across multi-account, multi-region estates: ECS, Fargate, Lambda, EC2, RDS, Aurora, RDS Proxy, S3, CloudFront, Route 53, ALB/NLB, AWS WAF, ElastiCache/Redis, IAM and VPC networking. GCP where GPU availability and AI economics make it the better fit.
- Platform
- Terraform, CloudFormation, Docker, GitHub Actions, CI/CD, container platforms, Coolify, Traefik, developer platforms.
- Operations
- OpenTelemetry, monitoring, alerting, incident response, SRE practice, root-cause analysis, production readiness, release governance, operational dashboards.
- Security
- Cloud and infrastructure security, IAM, secrets, TLS, PKI and certificates, ransomware planning, security governance, vendor security reviews. ISO 27001, SOC 2, PCI and HIPAA environments.
- AI
- GPU hosting, vLLM, QLoRA fine-tuning, model deployment, automated evaluation and regression testing, drift detection, prompt governance, scale-to-zero inference.