Utkarsh Porwal

Title: Utkarsh Porwal: Inventor in Search Technology

Introduction

Utkarsh Porwal is an inventor based in Oakland Gardens, New York. His patent work focuses on using session context to retrieve and rank search results. He is associated with Walmart Apollo, LLC.

Latest Patents

Porwal is credited with 1 patent: “Systems and Methods for Retrieving and Ranking Search Results Using Session Context Embeddings.” The disclosed method stores a vectorized database of items, tracks a user’s interactions during a session, and uses an embedding model to create a session context embedding. When a search query arrives, the platform uses that context to identify relevant results and sends them to the user’s computer. The patent also describes other embodiments.

Career Highlights

Porwal’s patent reflects an approach to search that considers a user’s activity within a session, rather than relying on the query alone. This can help a platform retrieve and rank items in light of the user’s recent interactions.

Collaborations

Porwal’s listed coworker is Navid Mehrdad. His association with Walmart Apollo, LLC connects his work to a company operating in the technology and commerce space.

Conclusion

Utkarsh Porwal’s patent centers on applying session context embeddings to search retrieval and ranking, highlighting an approach to making digital search more responsive to user interactions.