When working on banking PoCs or demos, I often ran into the same problem: you either manually create fake data or “massage” existing datasets to fit the scenario. Both approaches are time-consuming and error-prone.
To solve this, I built a banking dummy data generator that:
• Generates realistic tables: customers, loans, payments, and more
• Injects bad data with 5 configurable error types
• Supports direct MSSQL import with logging
• Exports to CSV or SQL
• Automatically produces a bad-data analytics report
This tool is open-source and meant for data engineers, backend developers, and anyone building banking demos quickly.
Repo: https://github.com/menai993/banking-dummy-data-generator
I’d love your feedback on:
• Additional bad-data scenarios to simulate
• Usability improvements
• Any other suggestions to make it more useful for PoCs
If you’re struggling with fake banking data for demos, this might save you hours of work!
Top comments (0)