AWS Architecture Blog

Ravikant Gupta

Author: Ravikant Gupta

Ravi Gupta is an Enterprise Solutions Architect at AWS. He is a passionate technology enthusiast who enjoys working with customers and helping them build innovative solutions. His core areas of focus are IoT and machine learning. In his spare time, Ravi enjoys spending time with his family and photography.

How to redact confidential information in your ML pipeline

Integrating Redaction of FinServ Data into a Machine Learning Pipeline

Financial companies process hundreds of thousands of documents every day. These include loan and mortgage statements that contain large amounts of confidential customer information. Data privacy requires that sensitive data be redacted to protect the customer and the institution. Redacting digital and physical documents is time-consuming and labor-intensive. The accidental or inadvertent release of personal information […]