Data Cleaning Process Modeling with BPMN and BizAgi

As a developer with over 9 years of experience, I recently applied BPMN 2.0 to automate data cleaning in a critical project. Here's how I did it:

🎯 The Challenge

Clean a sales dataset using Python and Pandas. The process included:

• Uploading a CSV file

• Detecting outliers with IQR

• Deploying to AWS S3

• Optional S3 verification

🧩 BPMN Diagram

💡 Key Learnings

• BizAgi Modeler helped visualize the flow.

• GitHub Actions automated the AWS deployment.

🧩AWS S3

🔗 Project Repository

GitHub - Data Cleaning with Python