Back to projects
Moneo App

Moneo App

ndav / November 25, 2024

Moneo App

Moneo App is a comprehensive money management application developed by Team CH2-PS188 as part of the Bangkit Academy program, led by Google, Tokopedia, Gojek, and Traveloka. The application is designed to tackle the critical issue of financial illiteracy in Indonesia. With a population of 277.7 million people, nearly half of the citizens struggle with managing their personal finances, which negatively impacts economic growth and individual well-being. Moneo seeks to bridge this gap by leveraging technology to provide a user-friendly mobile application that assists users in managing their finances effectively.

The Moneo App offers essential features such as adding transactions, generating financial reports, and providing AI-powered risk predictions for financial stability. With the integration of machine learning models, the application can analyze financial patterns and predict potential financial risks, helping users make informed decisions to achieve long-term financial security.

Key Features

Moneo App is designed with a range of functionalities aimed at improving financial literacy and management. Some of its key features include:

  • Financial Pattern Detection: The app utilizes AI-powered analytics to recognize spending patterns and provide insights into users' financial behavior.
  • Real-Time Data Analysis: By leveraging Google Cloud, the application processes financial data in real time, ensuring users receive accurate and up-to-date insights.
  • Secure and Efficient Backend: The backend system, developed using ElysiaJS, is lightweight and optimized for performance, ensuring fast and reliable processing of financial data.
  • Predictive Risk Analysis: TensorFlow-based machine learning models help forecast financial risks based on users' transaction history and spending habits.

Application Interface

The following image provides an overview of the Moneo App interface:

Moneo App Screenshot

Technologies Used

The development of Moneo App integrates various cutting-edge technologies, including:

  • Kotlin: Used for building a seamless and intuitive Android mobile application.
  • ElysiaJS: A lightweight and high-performance backend framework ensuring smooth application functionality.
  • TensorFlow: Utilized for implementing machine learning models that analyze financial transactions and predict potential risks.
  • Google Cloud: Provides cloud-based storage and processing solutions to ensure data security and efficiency.

Installation and Usage

To install and run the Moneo App, follow these steps:

# Clone the repository
git clone https://github.com/CH2-PS188
cd moneo-app
# Install dependencies
npm install
# Start the backend
npm start

Conclusion

Moneo App is an innovative financial management solution designed to address Indonesia’s financial illiteracy challenge. By combining artificial intelligence, real-time analytics, and an intuitive user experience, Moneo empowers individuals to take control of their financial future. The integration of machine learning and cloud computing ensures accurate predictions and secure data handling, making it a reliable financial tool for everyday use.

For further inquiries, please visit my GitHub.