Mike Freimer

Title: Innovations by Mike Freimer

Introduction

Mike Freimer is an accomplished inventor based in Mill Valley, California. 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, Freimer's work is at the forefront of technological advancements in e-commerce.

Latest Patents

Freimer'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 make its predictions. For each access to the online concierge system, the model applies its predictions to both current and optimal price availability. The system then generates a metric representing the difference between the two predicted probabilities of receiving an order.

Career Highlights

Freimer is currently employed at Maplebear Inc., where he continues to innovate and develop cutting-edge technologies. His work has been instrumental in improving the efficiency of online ordering systems, making them more responsive to user needs.

Collaborations

Some of Freimer's notable coworkers include Wa Yuan and Ganesh Krishnan. Their collaboration has contributed to the success of various projects within the company.

Conclusion

Mike Freimer's contributions to machine learning and e-commerce are noteworthy. His innovative patents and work at Maplebear Inc. highlight his commitment to advancing technology in the online marketplace.