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LedgerMind

Private-by-default finances with explainable ML suggestions and NL → SQL analytics.

aifinanceml
Published:
Updated:

Problem

Personal finance tools fragment data across banks, budgets, and AI assistants with little explainability.

Solution

Unified ledger ingestion, grounded NL → SQL analytics, and explainable AI suggestions with traceable references.

Tech Stack

  • FastAPI, Postgres, Alembic
  • React/Vite (client), Recharts
  • OAuth/Authlib, JWT cookies + CSRF
  • Docker, Nginx, Cloudflare Tunnel

Screenshots & Media

LedgerMind dashboard overview
Overview dashboard with grounded analytics.

Outcomes

  • Deterministic tools with friendly LLM rephrase
  • Explain drawer with grounded references
  • Exports to PDF/XLSX

Links