Francisco Barros
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Side project2026 · Solo build

Finanzas Flow

Personal finance app that ingests Chilean bank emails (BICE, Santander, Falabella) and classifies transactions with AI.

AIPersonal FinancePythonWork in progress
01

Problem

Chilean bank emails arrive in bank-specific formats and are hard to consolidate into a single useful feed for budgeting.

02

Solution

Python/FastAPI backend with SQLAlchemy 2.x. Per-bank parser with Claude API fallback for ambiguous cases. Transaction classification by category, learning from the user history.

03

Impact

Unified cashflow feed in real time, without depending on Open Banking (still limited in Chile).

04

Metrics

3
Banks supported
WIP
Status