https://github.com/miozilla/fraudfinder

fraudfinder :mag_right::smiling_imp::suspect: : Historical Payment Transactions # Fraud Detection # EDA # Feature Store # Model Registry
https://github.com/miozilla/fraudfinder

analysis data exploratory feature-store fraud-detection

Last synced: 10 months ago
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fraudfinder :mag_right::smiling_imp::suspect: : Historical Payment Transactions # Fraud Detection # EDA # Feature Store # Model Registry

• Host: GitHub
• URL: https://github.com/miozilla/fraudfinder
• Owner: miozilla
• Created: 2025-07-29T11:39:47.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-07-29T16:23:34.000Z (11 months ago)
• Last Synced: 2025-07-29T19:07:00.932Z (11 months ago)
• Topics: analysis, data, exploratory, feature-store, fraud-detection
• Language: Jupyter Notebook
• Homepage:
• Size: 3.38 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# fraudfinder :mag_right::smiling_imp::suspect:

fraudfinder : Historical Payment Transactions # Fraud Detection # EDA # Feature Store # Model Registry

## Objective

- To read historical payment transactions data stored in a data warehouse

- Read from a live stream of new transactions, perform exploratory data analysis (EDA)

- Feature engineering & ingest features into a Feature Store

- Train a model using Feature Store

- Register model in a model registry & evaluate model

- Deploy model to an endpoint

- Real-time inference on model with Feature Store

- Monitor deployed model

## Fraud Finder 

![fraudfinder001.png](./media/fraudfinder001.png)

![fraudfinder002.png](./media/fraudfinder002.png)

![fraudfinder003.png](./media/fraudfinder003.png)

![fraudfinder004.png](./media/fraudfinder004.png)

![fraudfinder005.png](./media/fraudfinder005.png)

![fraudfinder006.png](./media/fraudfinder006.png)

![fraudfinder007.png](./media/fraudfinder007.png)

![fraudfinder008.png](./media/fraudfinder008.png)

![fraudfinder009.png](./media/fraudfinder009.png)

![fraudfinder010.png](./media/fraudfinder010.png)

![fraudfinder011.png](./media/fraudfinder011.png)

![fraudfinder012.png](./media/fraudfinder012.png)

![fraudfinder013.png](./media/fraudfinder013.png)

![fraudfinder014.png](./media/fraudfinder014.png)

![fraudfinder015.png](./media/fraudfinder015.png)

![fraudfinder016.png](./media/fraudfinder016.png)

![fraudfinder017.png](./media/fraudfinder017.png)

![fraudfinder018.png](./media/fraudfinder018.png)

![fraudfinder019.png](./media/fraudfinder019.png)

![fraudfinder020.png](./media/fraudfinder020.png)