Toolbox

A practical stack for modern infrastructure, ML delivery, and AI platforms.

Tools are most valuable when they make delivery safer, operations clearer, and teams more capable. These are the technologies I use to support DevOps, MLOps, and AI platform workflows.

Platform & cloud

Run resilient workloads

KubernetesRKE2OpenShiftGKEDockerHelmNGINXHAProxyContour

Automation & delivery

Make change dependable

TerraformAnsibleArgo CDGitLab CI/CDGitHub ActionsLinuxShellGoPython

AI platform & MLOps

Enable responsible AI at scale

MLflowEvidently AILLM GatewaysAgentic ToolingMCPAI OrchestrationCustom AI Agents

Reliability & data

See, understand, improve

PrometheusGrafanaZabbixELK StackSentryKafkaRabbitMQRedisClickHouseVaultConsul

Want to see how I think about automation in practice?

Visit my GitHub ↗