Learning by building.
A practical notebook for systems, cybersecurity, AI, automation, home technology, AV, code, and the problems that show up between the diagram and reality.
Career Knowledge Assistant
A structured career database and intent engine that answers recruiter questions accurately, including fragments, acronyms, and shorthand.
Cybersecurity Home Lab
Identity, Windows, network segmentation, logging, SIEM, endpoint security, and incident investigation in a safe environment.
Home Automation Architecture
Home Assistant, devices, network design, privacy, reliability, voice control, and automations that solve real problems.
AV over IP
How video, audio, control, multicast, bandwidth, and network design fit together in modern AV distribution.
Website Publishing System
A maintainable article workflow with structured metadata, SEO, sitemaps, reusable templates, and scheduled content planning.
Python & PowerShell Automation
Small utilities that reduce repetitive work, process data, inspect systems, and make technical troubleshooting faster.