A healthcare API needs to identify Protected Health Information in uploaded PDF and JPEG reports. We analyze the trade-off between building custom ML solutions versus leveraging AWS-managed AI services for minimal operational overhead.
A social media platform needs automated image moderation with minimal development effort. This drill compares AWS AI services (Rekognition, Comprehend, SageMaker) and analyzes the classic ‘build vs. buy’ decision for content safety systems.
A professional-level analysis of refactoring a video upload and processing application from EC2-centric architecture to serverless, focusing on operational overhead reduction and FinOps optimization for AWS SAP-C02.