Company Filing History:
Years Active: 2022-2025
Title: Eric Pollmann: Innovator in Data Systems and Machine Learning
Introduction
Eric Pollmann is a prominent inventor based in Los Altos, CA (US). He has made significant contributions to the fields of data systems and machine learning, holding a total of 6 patents. His innovative work focuses on real-time data ingestion and automated machine learning, which have applications in various industries.
Latest Patents
One of Pollmann's latest patents is titled "Real time system for ingestion, aggregation, and identity association of data from user actions performed on websites or applications." This patent describes systems and methods for data ingestion in real time. In this embodiment, a server computer receives messages comprising client events from a storage device, which publishes the message in response to storing the client events. The server then stores these events as raw event strings, which are parsed into parsed event strings. Identity resolution methods are performed on these parsed strings, and feature groups are identified to generate aggregation keys for storing aggregated data.
Another notable patent is focused on "Automated machine learning to generate recommendations for websites or applications." This implementation 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, determining model parameters, and generating historical user and content feature matrices. The ML model is trained using supervised learning to generate a ranked list of content items for each user identifier.
Career Highlights
Throughout his career, Pollmann has worked with notable companies such as Amplitude and Apmplitude, Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that leverage data and machine learning technologies.
Collaborations
Pollmann has collaborated with talented individuals in his field, including Muhammad Bilal Mahmood and Cynthia Rogers. These collaborations have fostered an environment of creativity and innovation, leading to the development of impactful technologies.
Conclusion
Eric Pollmann is a distinguished inventor whose work in data systems and machine learning continues to influence the industry. His patents reflect a commitment to advancing technology and improving user experiences through innovative solutions.