The thread through every role: a pull toward steep learning curves and a habit of leading the climb.
Currently a Guest Teacher in the DPS system. Teaching pulls on the same instinct as the work: take something complex, find the first principle, and make it usable. The most honest test of whether you understand an idea is whether you can hand it to someone else.
Turning the conventional — the Excel model, the desk calculator — into modern, action-oriented apps.
SpaceX defies a single valuation line. This sum-of-the-parts framework breaks the business into its constituent segments and lets you stress-test the assumptions that drive the range — rebuilt from Excel into an interactive app you can actually argue with.
A DCF and fee-multiple framework for the Linea blockchain protocol — the kind of model that usually lives buried in a spreadsheet, rebuilt as an interactive tool you can actually steer.
A browser-based replica of the HP 12c RPN financial calculator — the desk classic a generation of analysts learned on, including yours truly, faithfully rebuilt for the web.