Qianyi Hu

Title: Innovations of Qianyi Hu in Machine Learning

Introduction

Qianyi Hu is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of machine learning, particularly in developing systems that enhance online order conversions. With a total of two patents to his name, Hu's work is at the forefront of technological advancements in e-commerce.

Latest Patents

Qianyi Hu's latest patents focus on a machine learning model designed to predict conversions. This model aims to determine lost conversions caused by restrictions in available fulfillment windows or fulfillment costs. The online concierge system he developed trains a machine learning conversion model that predicts the probability of receiving an order from a user accessing the system. The model utilizes a set of input features, including price and availability information, to generate predictions. For each access to the online concierge system, the model applies its predictions to both current and optimal price availability, generating a metric that reflects the difference between the two predicted probabilities of receiving an order.

Career Highlights

Qianyi Hu is currently employed at Maplebear Inc., where he continues to innovate and develop cutting-edge solutions in machine learning. His work has garnered attention for its practical applications in improving online shopping experiences.

Collaborations

Some of Qianyi Hu's notable coworkers include Wa Yuan and Ganesh Krishnan, who contribute to the collaborative environment at Maplebear Inc. Their combined expertise fosters innovation and drives the development of advanced technologies.

Conclusion

Qianyi Hu's contributions to machine learning and e-commerce are noteworthy, as he continues to push the boundaries of technology with his innovative patents. His work not only enhances online order systems but also sets a precedent for future advancements in the field.