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Speaker

Mallika Rao

She / her / hers

Engineering Leader @Netflix, Previously @Twitter and @Walmart

Mallika Rao who has been an Engineering Leader at Twitter, Walmart and Netflix with deep expertise in building and operating large-scale distributed systems, including search, recommendations, and personalization infrastructure. She brings a systems-thinking mindset to infrastructure strategy and is passionate about integrating AI into product and engineering in ways that enhance resilience, transparency, and operational excellence. Her work focuses on enabling teams to innovate rapidly while maintaining the stability and rigor required in enterprise-scale environments. Beyond her technical leadership, Mallika mentors senior engineers and leaders, and draws inspiration from the elegance of mathematics and the improvisational creativity of music.

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Session

Adaptive Recommenders in the Real World: Inference, Evals, and System Design

Modern personalization systems are shifting from hand-tuned heuristics to AI-native architectures, but building an adaptive recommendation engine in production—one that continuously learns, evolves, and delivers measurable business value—requires far more than deploying a model.

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