From Research to Production: Architecting Scalable Vision AI Pipelines with AWS CDK

Deploying Vision AI models requires more than just accuracy; it demands a robust infrastructure capable of handling real-time preprocessing and automated scaling. This guide illustrates how AWS CDK can unify complex components into a systematic MLOps framework, enabling developers to overcome common engineering hurdles in production environments.