AI-assisted SOC Workflow Notes
Notes and experiments on using AI to support SOC-style work without letting the robot wear the analyst badge.
SOCAI WorkflowSecurity Operations
Projects
Selected projects around cybersecurity, automation, dashboards, AI-assisted workflows, and personal interface systems.
SecurityAutomationDashboardsAI-assisted Tools
Most of these started as a small irritation: too much noise, too little context, a process that lived in someone's head, or a page that felt more corporate than human. Some are security-focused, some are interface-focused, and some were side quests until they started asking for proper architecture.
Cybersecurity Daily Briefing
A small briefing project that turns public security news into readable daily notes, with enough structure to be useful and enough scepticism to avoid sounding like a panic machine.
CybersecurityThreat BriefingResearch Notes
GRC Tracking Dashboard Concept
A compact dashboard idea for risks, controls, evidence, exceptions, and the follow-up items that usually vanish into inbox fog.
GRCRisk TrackingDashboard
Coastal Fishing Forecast
A nearshore fishing forecast project built from weather, tide, location type, and the painful education of bad sessions.
DataForecastingAutomation
Pixel Portfolio System
A personal website interface shaped by NDS-style screens, compact dashboards, and a strong dislike of glassy portfolio sameness.
PortfolioPixel UIFrontend
Security Documentation Toolkit
A set of security writing patterns for findings, incident notes, control gaps, and other documents people should not need a decoder ring to read.
DocumentationRisk CommunicationSecurity