The Question
ML DesignScalable Toxic Content Moderation
Design a high-throughput, low-latency ML system for real-time toxic content detection and multi-label classification, capable of handling adversarial inputs and minimizing bias against protected groups at a scale of 100k+ QPS.
DistilBERT
Kafka
Spark
ONNX
Feast
PyTorch
March 7, 2026