Research & Systems Work

Through JOECAT, LLC

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Structured research and systems analysis across AI, cybersecurity, regulatory process, and platform economics.

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Algorithmic systems analysis, metadata integrity, platform economics.

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Security & Systems Engineering

Firmware optimization, diagnostic modeling, vulnerability reporting.

AI & Platform Governance

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