04 Capabilities

Technical capability matrix.

Grouped by what it is used for, not rated out of ten. The case studies show where each of these has carried production weight.

Languages primary

PythonTypeScriptJavaScriptBashSQL

Frontend interfaces

ReactResponsive interfacesDashboardsReal-time UIState managementWebSocketsTailwind

Backend services

FastAPINode.jsREST APIsWebSocketsAuthenticationBackground tasksData pipelines

AI & ML tooling inference

Local LLM deploymentGGUFQuantizationAgent architectureModel routingGPU optimisationOCRSpeech-to-textVision models

Automation orchestration

PlaywrightBrowser automationWorkflow orchestrationEvent-driven processesMonitoringError recovery

Infrastructure platform

LinuxDockerNginxGPU serversNetworkingDNS & SSLFirewallsRTMPOBS

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