Revenue analyst and commercial advisor with a track record of producing investment-grade diagnostics for private equity firms and portfolio companies. I translate messy commercial data into the clarity that drives acquisition decisions, growth strategies, and bottom-line results.
Learn moreFor nearly five years I produced revenue diagnostic reports used by private equity firms to make investment and portfolio decisions — translating fragmented commercial data into clear, defensible analysis across customer economics, revenue efficiency, pipeline health, and product retention.
The work sat at the intersection of finance and commercial operations: understanding not just what a business was doing, but what the numbers revealed about its underlying health, risks, and growth potential.
In 2024 I stepped back deliberately — and applied that same analytical lens to evaluating businesses firsthand, pursuing a serious acquisition of a Dallas-based medical wellness practice through full financial due diligence and legal structuring.
Manager, Data Analytics & Insights. Produced 18+ revenue diagnostic reports used by private equity firms to make investment decisions — covering customer economics, retention cohorts, full-funnel conversion, revenue efficiency metrics (LTV:CAC, magic number, payback period), and product usage analysis. Also designed and implemented revenue infrastructure for 10+ portfolio company sales and marketing teams.
Postgraduate Fellow. Facilitated 100+ hours of leadership development training for emerging leaders in Washington D.C.
BS Business Administration, GPA 3.79. GLOBE® Scholar — Copenhagen Business School & Chinese University of Hong Kong.
Open to conversations about the right opportunity — whether that's a role, a project, or just a good discussion.