Speaker

Gauri Sarode

Gauri Sarode

Sr Machine Learning Engineer

Sunnyvale, California, United States

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Gauri Sarode is a Machine Learning Engineer at foodtech where she builds large-scale personalization and search systems that shape the customer discovery experience.
With an M.S. in Computer Science from New York University, Gauri combines academic depth with real-world production experience. She holds multiple certifications in Generative AI and Retrieval-Augmented Generation.

Area of Expertise

  • Consumer Goods & Services
  • Information & Communications Technology

Topics

  • Search
  • search engine
  • Recommendation Systems
  • LLMs
  • Generative AI
  • Personalization
  • Agentic AI

Search 360°: From Query Understanding to LLM-Enhanced Retrieval

Search systems are rapidly evolving with deep learning, embeddings, and large language models. This talk gives a 360° view of modern architectures: from query understanding and retrieval to ranking and re-ranking. We’ll explore how hybrid retrieval, multi-task learning, and LLM-assisted query understanding improve relevance, personalization, and diversity, and highlight where to focus next for scalable innovation.

Gauri Sarode

Sr Machine Learning Engineer

Sunnyvale, California, United States

Actions

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