AI-Powered Financial Planning Assistant

Open
Flip & Floss
Brampton, Ontario, Canada
Andre Smith
CEO
(9)
4
Project
Academic experience
199 hours per learner
Learner
Anywhere
Advanced level

Project scope

Categories
Data analysis Data modelling Machine learning Artificial intelligence Data science
Skills
data preprocessing financial planning data science financial management business metrics performance metric data analysis machine learning algorithms machine learning feature selection
Details

Flip & Floss aims to enhance customer financial management by developing an AI model that leverages machine learning to analyze customer banking information and generate personalized financial plans. The project focuses on creating a prototype that can interpret transaction data, categorize expenses, and suggest budgeting strategies. Learners will apply their knowledge of data science and machine learning algorithms to design and train the model. The project will involve data preprocessing, feature selection, and model evaluation to ensure accuracy and reliability. By the end of the project, the team will have a working prototype that demonstrates the potential of AI in personal finance management.



- Analyze customer banking data to identify spending patterns.


- Develop a machine learning model to categorize expenses.


- Generate personalized budgeting strategies based on data insights.


- Evaluate model performance and suggest improvements.

Deliverables

The project deliverables include a functional AI model capable of analyzing banking data and generating a basic financial plan. The team will provide a detailed report documenting the model's development process, including data preprocessing, algorithm selection, and performance metrics. Additionally, a presentation will be prepared to demonstrate the model's capabilities and potential applications in personal finance management.



- A working prototype of the AI model.


- A comprehensive report on the development process.


- A presentation showcasing the model's features and benefits.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes
No poverty

About the company

Company
Brampton, Ontario, Canada
2 - 10 employees
Technology, Education

Flip & Floss is a revolutionary money management app for kids that leverages AI and innovative fundraising tools to help children save, invest, and protect themselves from online financial fraud.