JAK

• 

  Pdf Analyser - Upload File

• 

  Cashflow Analysis

• 

  Snake Credit Game

• 

  Pdf Analyser

Inspiration

We understood the struggles of vulnerable customers and wanted to make understanding complex finances easy.

What it does

Finance Contract Analyser - This examines contracts which the user uploads and using AI will highlight parts of the contract that the user may have missed. Snake Credit Game - Using the popular game of Snake, we made an interactive game to easily and quickly allow users to learn about credit improving their financial literacy. Cashflow Analysis - A simple and intuitive way of display a users incomes and expenses to help with budgeting and improve overall credit score.

How we built it

Finance Contract Analyser - We used the Gemini 2.5 Pro python API to analyse the pdf documents along with a library to highlight sections of the pdf. Snake Credit Game - This was built in pure HTML, CSS and JavaScript. Cashflow Analysis - Makes use of data visualisation (pie charts) to allow for easy understanding of complex financial data. Makes use of sqlite to store income and expense records.

Challenges we ran into

Working collaboratively as a team was difficult, especially since none of use had used Git before and we had to debug each other's code (some code would run on one machine but not the other). Another challenge was implementing the Gemini API and refining the prompt to give the best output for the user.

Accomplishments that we're proud of

We are proud of our ability to produce a working solution seen as none of us have ever worked on a group project to this scale. We are also proud of our Financial Contract Analyser making use of the Gemini API.

What we learned

How to use Git and software engineering teamwork.

What's next for JAK

Implementing a chatbot to allow for users to compare credit and debit accounts. Also, possibly integrating with banks to access customer data for real-time financial analysis.

Built With

• css
• html
• javascript
• python
• sqlite