Close-up of a digital display showing brightly colored numbers with a blurred background. The numbers appear in red and green, suggesting a financial or stock market context.
Close-up of a digital display showing brightly colored numbers with a blurred background. The numbers appear in red and green, suggesting a financial or stock market context.
Data Collection

Gathering historical data from carbon trading platforms for analysis.

A hand holds a smartphone displaying a financial chart with candlestick patterns. In the background, a large, similar financial graph is visible on a screen, featuring fluctuating lines and data points.
A hand holds a smartphone displaying a financial chart with candlestick patterns. In the background, a large, similar financial graph is visible on a screen, featuring fluctuating lines and data points.
Model Testing

Testing the model on real-world datasets to evaluate its effectiveness.

Two people are participating in a protest, wearing cardboard costumes with slogans related to environmental conservation. One of them holds a sign with a message against HS2, a high-speed railway project. They are wearing face masks, and there is a police van in the background.
Two people are participating in a protest, wearing cardboard costumes with slogans related to environmental conservation. One of them holds a sign with a message against HS2, a high-speed railway project. They are wearing face masks, and there is a police van in the background.

Fraud Detection Model