Stack.
Every tool and technique behind the 27 pieces of work, with how many use each. Click one to see exactly which work it was used on. Nothing here is aspirational: a tool appears only because a specific piece of work used it, and that work is one click away.
Finance and modelling
Four years of finance work, as techniques rather than tools.
- unit economics3
- scenario analysis4
- cohort analysis2
- kpi dashboarding3
- saas metrics1
- marketplace economics1
- marketing analytics1
- contribution margin analysis1
- cash flow forecasting1
- liquidity planning1
- cash runway analysis1
- three-statement modeling1
- budget vs actual1
- budgeting1
- debt scheduling1
- roi analysis1
- inventory planning1
- credit modeling1
- loan portfolio forecasting1
- provisioning1
- token economics1
- treasury modeling1
- protocol revenue analysis1
- risk-adjusted return analysis1
- portfolio simulation1
Spreadsheets and scripting
Where most of the finance work actually lives, and what it takes to make a spreadsheet behave like software.
Frameworks and libraries
Data and storage
AI
Used where a model assists. The system still decides.