systems-thinkig

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A conceptual framework exploring transparency, institutional risk patterns, governance signals, and public-interest analytics.

Profile README outlining my work in AI operations and quality, including data preparation, output review, and documentation.

📊 Explore the Corruptibility Index™ to understand how institutional behaviors shape corruption risk through a data-driven lens.

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