I bring over 16 years of financial leadership experience with deep expertise in forecasting, treasury management, and capital markets. Previously, as a Finance Lead for a family office, I managed the treasury and reporting for a diverse $175 million portfolio — turning around underperforming real estate assets to generate double-digit yields while managing equity and fixed-income allocation strategies.

With a foundation in Big 4 assurance at PwC and over a decade of high-level accounting experience, I transitioned to entrepreneurship to launch Chaos Theory Macro. I now apply financial modeling, 10-K/10-Q analysis, and a top-down macroeconomic framework to construct data-backed investment theses — and share that toolkit to help investors build wealth and achieve financial independence.