AnalysisDevelopersJuly 24, 2026

Building Closed-Loop Evals for Multimodal Agent at Uber

Soumya Gupta and Jai Chopra detail Uber's design of evals for its food enhancement agent, which edits food photography for smaller Uber Eats merchants. The talk covers pitfalls and lessons from building a system that stays faithful to the dish while improving presentation.

Featured · Soumya Gupta, Jai Chopra

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