Training models using loads of data might not be within reach for most developers. But there are interesting developer focused solutions for us to incorporate ML and AI in our projects. In this presentation, we will explore MediaPipe to run ML on devices, with some exciting live demos. Then we will briefly explore Vertex AI to run ML as-a-service in the cloud to add some AI in your applications.