Broke No More!

Inspiration

We wanted to create a fun, intuitive, and AI-powered way to help people manage their expenses without the hassle of spreadsheets or confusing finance apps. The idea was born from our own struggles with budgeting and the need for a tool that not only tracks spending but also provides smart insights in a conversational way.

What it does

Broke No More tracks your transactions, categorizes expenses, and provides a real-time visualization dashboard for better financial awareness. With an integrated AI assistant, it answers questions about your spending habits, suggests savings strategies, and helps you make informed financial decisions.

How we built it

We developed the web app using React for the frontend and Node.js with Express for the backend. For AI capabilities, we integrated a large language model (LLM) to process financial queries. The database, powered by MongoDB, efficiently stores transaction data, while **D3.js and Chart.js bring the expense visualizations to life.

Challenges we ran into

Tuning the AI to provide meaningful financial advice without overcomplicating responses.
Ensuring secure and efficient transaction tracking while maintaining user privacy.
Optimizing data visualization for clarity and usability, making it engaging yet informative.

Accomplishments that we're proud of

Successfully integrating an LLM for interactive financial insights.
Designing an intuitive dashboard that makes budgeting fun and visual.
Building a seamless user experience that simplifies finance management for all.

What we learned

The importance of user-friendly financial analytics and how data visualization impacts decision-making.
How to fine-tune an LLM for specific use cases like expense tracking and financial planning.
Best practices in securely handling financial data while ensuring app scalability.