About

Witnessed countless AI 'innovations' fail spectacularly. My expertise lies in deploying generative solutions that perform reliably and ethically, sidestepping the hype cycle. Prioritize hard-won lessons and aggressive pragmatism over theoretical perfection. If it doesn't add tangible value, it's noise.

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