AV perception is safety-critical, real-time, multimodal ML: detect and track everything around the vehicle from multiple sensors. The signal is sensor fusion plus detection/tracking under a hard latency budget and a fail-safe bar. Here is the design.
Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.
AV perception is safety-critical, real-time, multimodal ML: detect and track everything around the vehicle from multiple sensors. The signal is sensor fusion plus detection/tracking under a hard latency budget and a fail-safe bar. Here is the design.
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