I build accurate revenue forecasts that replace static spreadsheet assumptions with ML-powered, scenario-driven models your team can actually use.
Using proprietary analytical tools and your historical customer cohort data, I develop forecasts that capture the real drivers of your recurring revenue — new customer acquisition, retention curves, and expansion — so you can plan with confidence and model the impact of strategic changes before you make them.
I develop rigorous unit economics — LTV, CAC, payback periods, and cohort analysis — so you understand what's really driving growth and profitability.
Most companies know these metrics matter but struggle to measure them accurately or act on them. I build the analytical infrastructure to track unit economics across customer segments and marketing channels, giving your finance, product, and marketing teams the insights they need to make better investment decisions.
I deliver the depth of a CFO with proprietary analytical tools that go far beyond what a typical finance hire can build in spreadsheets.
Whether you need help preparing for a fundraise or M&A process, evaluating the ROI of growth initiatives, or building the financial story for your board and investors, I bring fifteen years of experience as a strategic CFO for SaaS, marketplace, and consumer tech companies to help you make the decisions that matter.
