Marquetta’s Systems Lab
I build systems for messy information.
AI workflows. Knowledge hubs. Support tools. Security-minded communication. Practical systems that help people find the right answer faster.
Selected Work
Featured systems
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AI Creative Intelligence Pipeline
Aegis
A five-day build that turns competitor landing pages into testable, compliant ad concepts with human-in-the-loop review.
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Chrome Extension for Analyst Enablement
CSI New Analyst Toolbox
A practical internal tool for threat-intel extraction, labeling guidance, productivity tracking, and faster analyst confidence.
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Support Knowledge Hub and Onboarding System
Pirate Ship Knowledge Systems
A governed source of truth for support operations, macros, internal guides, onboarding, and training paths.
How I work
Structure the mess. Then make it usable.
The workbench is the operating model: observe what is happening, structure the information, build a useful system, and refine it until people can actually use it.
Field Notes
Recent writing
Hosted here · LinkedIn original
5 Ways AI Tools Are Making You Worse at Being Human
A sardonic cultural analysis on how daily AI prompting can erode empathy, patience, and communication.
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Published article · LinkedIn original
Your Email Security Tool Stopped Yesterday's Attacks. Here's What It's Missing Today.
A product-adjacent thought-leadership piece on why static email security misses novel attacks and what behavior-based detection changes.
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