Build scalable offline and online multi-modal data and serving pipelines integrating camera/video intelligence, HomeGraph device state, and telemetry to supply high-value signals to Home Context and HFM. Design, develop, and productionize Home Context capabilities (such as Home Pulse, household routine modeling, and anomaly detection) and integrate them with flagship Google Home features including Visual Home Brief and Camera Captions.
Partner closely with Research and Infrastructure teams to co-develop, evaluate, and productionize the Home Foundation Model (HFM) for real-world Smart Home applications. Integrate contextual understanding with Identity and Presence signals so downstream Home experiences understand the user. Collaborate with Product, Research, and Vertical engineering teams to define target use cases, build evaluation benchmarks, and drive model and system quality improvements from prototype to launch.
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