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Experience & Context

My experience is rooted in environments where complexity is structural rather than episodic multi-site operations, evolving operating models, and transformation contexts where decisions must hold over time.

I have worked alongside executive teams across different industries, in situations where governance, alignment, and judgment shaped outcomes as much as data or process.

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