Bohan Zhai

Title: Bohan Zhai: Innovator in Machine Learning

Introduction

Bohan Zhai is a prominent inventor based in Emeryville, CA (US). He has made significant contributions to the field of machine learning, particularly in developing systems that enhance semantic retrieval and classification.

Latest Patents

Bohan Zhai holds a patent for a "System and method for generating a multi-task machine learning model." This patent describes systems and methods for generating a machine learning model that supports multiple tasks, including semantic retrieval, embedding, and classification. The disclosed method involves obtaining a training data set based on search-related and item-related data associated with a website. It also includes training a machine learning model using a two-tower structure to generate an optimized set of model parameters, which minimizes a total loss function computed based on various classification losses. The trained model can be utilized for tasks such as semantic item retrieval, query classification, item classification, query clustering, and item clustering. Bohan Zhai has 1 patent to his name.

Career Highlights

Bohan Zhai is currently associated with Walmart Apollo, LLC, where he applies his expertise in machine learning to develop innovative solutions. His work focuses on enhancing the efficiency and effectiveness of machine learning models in real-world applications.

Collaborations

Due to space constraints, the collaborations section has been omitted.

Conclusion

Bohan Zhai is a notable inventor whose work in machine learning is paving the way for advancements in semantic retrieval and classification. His contributions are significant in the ongoing evolution of technology in this field.