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Presentation: From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash

InfoQ reports: Presentation: From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash. Sudeep Das shares how DoorDash shifts from…

By Dillip Chowdary • Aug 16, 2026 • Source: InfoQ

Presentation: From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash

What happened

InfoQ reports: Presentation: From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash. Sudeep Das shares how DoorDash shifts from legacy one-shot predictions to an agentic recommendation platform. He discusses leveraging language-native consumer memory, RQ-VAE semantic IDs for catalog representation, and grounded search to dramatically boost relevance and conversion metrics. By Sudeep Das

Presentation: From Models to Agents: Building Context-Aware Consumer AI at Scale at DoorDash
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