Zachery Abe Miranda

Title: Innovations of Zachery Abe Miranda

Introduction

Zachery Abe Miranda is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of data analytics and machine learning, holding a total of 3 patents. His work focuses on developing systems that enhance data integration and provide automated recommendations.

Latest Patents

One of his latest patents is titled "System and methods for a universal integration framework for data analytics pipelines." This invention discloses a computer-implemented method that maintains internal consumer data associated with a consumer ID based on events at a partner platform. The platform server determines target characteristics based on client instructions or internal consumer data, generating a target consumer group linked to an internal project ID. This group includes the consumer ID and associated internal consumer data. The platform server then transmits this target consumer group to the partner platform and receives partner event data indicative of updates to consumer data. The server generates an updated target consumer group based on the new consumer data and transmits updates to the partner platform to enhance consumer interest.

Another notable patent is "Automated machine learning to generate recommendations for websites or applications." This invention relates to methods and systems for the automated generation and use of a machine learning model to provide recommendations. The method includes receiving a recommendation specification that outlines a content type and an outcome identifier. It determines model parameters for a machine learning model based on this specification and generates historical user and content feature matrices. The model is trained using supervised learning to produce a ranked list of content items for each user identifier.

Career Highlights

Zachery currently works at Amplitude, a company known for its analytics platform that helps businesses optimize their digital products. His role involves leveraging his expertise in data analytics and machine learning to drive innovation within the company.

Collaborations

Zachery collaborates with talented individuals such as Leo Zhang and Muhammad Bilal Mahmood, contributing to a dynamic work environment that fosters creativity and innovation.

Conclusion

Zachery Abe Miranda is a notable inventor whose work in data analytics and machine learning has led to significant advancements in the field. His patents reflect a commitment to improving data integration and providing valuable recommendations, showcasing his impact on technology and innovation.