Learn how to build a Python application that removes Personally Identifiable Information (PII) from text data in this 37-minute technical talk from the Data Science Festival Oktoberfest 2024. Discover how to leverage AWS technologies, specifically Amazon Bedrock and Converse, to interact with pre-trained Generative AI models through a simple API. Explore the core technologies, understand their practical applications, examine the application architecture, and watch a live demonstration of PII removal using the developed Python solution. Designed for technical practitioners, gain hands-on insights into implementing privacy-preserving data processing workflows using cutting-edge AWS services and Generative AI capabilities.