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This article details Hotstar's journey in building an in-house, scalable system for real-time emoji reactions and live voting, moving away from a third-party service. It highlights architectural decisions around asynchronous processing, message queuing with Kafka, and stream processing with Spark to handle billions of user interactions during live events.