Virtius Meet Viewer
Performance, score integrity, and usability work inside a live NCAA gymnastics scoring product serving a seasonal audience of more than 150,000.
Live production product / match-window traffic
Work / Evidence before adjectives
Systems tested by real constraints.
Production software, workplace systems, and controlled security labs. Each case study separates professional work, operated systems, practice, and future work so the level of evidence stays clear.
Primary / 01—03
Flagship proof
AVAC Tennis Enrollment Assistant
A browser-automation script rebuilt as a portable Windows application with flexible imports, safer name matching, focused audit modes, and deliberate staff-review checkpoints.
Tennis schedulers and staff / supervised monthly workflow · 31 tests passing
ClosetCast
A purpose-built Electron kiosk coordinating five RTSP cameras, weather, traffic, calendars, media, Yankees automation, private configuration, and graceful recovery.
Daily household display / older Windows laptop
Secondary / Scope labeled
Labs and fundamentals
Wazuh + HAL9000
Deployed Wazuh in VirtualBox, connected a Windows agent, generated local-account activity, and traced the resulting EventChannel alerts through a basic SOC investigation.
Pi-hole investigation
A failed network-wide setup documented as a DNS, DHCP, IPv4, IPv6, and router-control investigation.
Backpropagation neural network
A Python and NumPy implementation used to understand feedforward behavior, gradients, activations, and model debugging.
Linux process and network investigation
Foundational practice tracing processes, parent-child relationships, listening sockets, executable paths, open files, services, and permissions.