Inspiration
Financial data is often spread across spreadsheets and outdated systems, making it hard for businesses to track risk or performance in real time. We wanted to create a centralized, intelligent dashboard that gives financial advisors and decision-makers a clear view of their company’s financial health — without needing a full finance team or complex tools.
What it does
Our app helps businesses:
Upload and analyze invoice, stock, and profit/loss data Generate insights using 3 custom ML models Combine outputs into a risk assessment model Track and visualize financial goals and compare them to actual performance Receive alerts and notifications based on financial changes All within an intuitive and responsive React dashboard
How we built it
React + Vite for a fast and clean front-end UI Recharts for data visualization (charts, graphs) Firebase for authentication (login/signup modals) FastAPI to connect our ML models to the frontend Three machine learning models trained separately on Invoices, Stocks, and P/L data A final model to assess financial risk using outputs from the first three Everything connected via a modular architecture, enabling fast iterations
Challenges we ran into
Connecting frontend to backend Fine tuning models to fit our data Time constraints
Accomplishments that we're proud of
What we learned
What's next for Fiscal Focus
Built With
- discord
- fastapi
- firebase
- javascript
- python
- react
- vite
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