Explore the development of machine learning-enhanced event streaming applications using Java microservices in this conference talk from Conf42 ML 2023. Dive into event-driven microservices architecture and learn about Apache Pulsar, its publish-subscribe model, and topic structure. Understand the physical architecture of a Pulsar cluster and discover Pulsar Functions, their programming model, and use cases. Follow along with a coding demonstration that showcases the development and packaging of Pulsar Functions using the SDK. Gain insights into building scalable, real-time data processing systems that leverage machine learning capabilities within a microservices framework.