Money map (one CSV, the truth)
Export one bank statement as CSV and it maps where your money actually goes: categories, forgotten subscriptions, and the 3 changes that would truly matter. Your banking data stays on your machine.
02, Money Map: classify your bank statement Difficulty: Medium Time: 3-5 hours What it does: Export ONE bank statement (CSV) from your banking portal, and the system maps where your money actually goes: spending by category, forgotten subscriptions silently charging you, and the 3 changes that would truly matter over a year. Your banking data stays on your machine. Why build this The trap: subscription budgeting apps that ask you to connect your bank account to a third-party service, just to tell you what your own CSV already says. You pay a middleman to read your data for you, handing over access in the process. Here you learn the underlying skill: parsing messy real-world data and teaching AI to categorize the real world. As the pack's author puts it: "Everyone is one CSV away from…
Part of 5 weekend projects: RAG local, data, Monte Carlo (batch3) · Back to the pack