FinCypher

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  Dashboard of our web app

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  Transactions track of our web app

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  Message Analyzer of our web app

Inspiration

What it does

How we built itFinCypher is an AI‑powered personal finance assistant that visualizes spending patterns and detects social‑engineering (phishing) tactics in messages. It ships as a fast MVP with a React (Vite) frontend and a Python FastAPI backend using local synthetic JSON data for easy demos.

• Key features:
  • Interactive Dashboard with KPIs (income, expenses, balance, average), bar/pie/line charts, and anomaly highlights.
  • Transactions view with category breakdown, recent list, and demo-data regeneration.
  • Message Analyzer to detect tactics like urgency, authority, scarcity, suspicious URLs, and requests for money/data, returning an explainable risk score and recommendation.
• Tech stack: React + Vite + Recharts (frontend), FastAPI + Pydantic + Uvicorn (backend), JSON seed data.
• API endpoints: GET /health, GET /transactions, POST /seed, POST /analyze-message.
• Dev notes: CORS enabled for local development; message analysis falls back to local heuristics for offline demo.

Built With

• fastapi
• javascript
• python
• react