Inside Hoovik: Building a Real-Time Multimodal Emotion AI Pipeline

The article details the engineering challenges of building a real-time, multimodal emotion inference engine for live video meetings, which proved harder than anticipated WebRTC issues. It explains how Hoovik's emotion recognition backend was designed using technologies like FastAPI, PyTorch, and MediaPipe to operate reliably in unstable live environments.