DEPLOYED SYSTEMS

Selected work and focus areas rather than client case studies. Each entry describes the problem, the approach taken and the technical focus — expand a card for detail.

LINUXSECURITYAUTOMATION

GPUAIDOCKER

KUBERNETESDOCKERAUTOMATION

AUTOMATIONLINUX

SECURITYAIDOCKER

AISECURITYAUTOMATION

WEBHOSTINGGITHUB

ELECTRICALHARDWAREDIAGNOSTICS

RESEARCHLABSECURITY

Systems thinking

What ties these together

The same four ideas show up in every environment above.

Repeatability

If a system cannot be rebuilt the same way twice, it is not finished — it is an outage waiting for a schedule.

Telemetry

Capture and monitoring are what turn a guess about a failure into a measurable answer.

Segmentation

Malware labs, research compute and general use belong on separate paths, enforced by the network rather than by trust.

Documentation

Written procedure is what lets a second person operate the system without inheriting hidden knowledge.

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Initialize Connection

SYS-01CIS/CSEC Computing Lab InfrastructureA mixed Linux and Windows teaching and research environment supporting 200+ PCs and users.

SYS-02GPU / AI Compute EnvironmentNVIDIA GPU nodes serving containerised training, inference and local model hosting.

SYS-03Kubernetes InfrastructureA multi-node cluster on server hardware for containerised internal workloads.

SYS-04Automated Operating System DeploymentNetwork-boot imaging and provisioning for fleet-scale OS rollout.

SYS-05Cybersecurity / IDS ResearchTraffic analysis and machine learning applied to intrusion detection.

SYS-06Digital Twin / Infrastructure ResearchModelling water infrastructure and sensor behaviour for anomaly detection research.

SYS-07Website Build, Hosting & Domain OperationsRepository-backed technical websites with hosting and domain setup planned for launch.

SYS-08Electrical & Physical InfrastructurePhysical infrastructure support from hardware readiness to endpoint reliability.

SYS-09CyPhyOps Air Force Lab CollaborationCollaborative lab work touching cyber-physical operations and research environments.

Repeatability

Telemetry

Segmentation

Documentation

Have a system that needs building or rescuing?