SmartMacro Labs

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I've spent two decades implementing macro models across worlds that rarely connect: policy advisory, hedge fund portfolio management, and university teaching. This path has given me a unique perspective on which quantitative approaches actually work when markets shift and which only look good on paper. The hard truth? Most quantitative models fail precisely when you need them most—during market stress, economic transitions, and periods of structural uncertainty. They're built on assumptions of stability that rarely exist in real-world conditions where careers and capital are at stake. I approach this challenge differently.
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