Location History:
- Walldorf, DE (2022)
- San Francisco, CA (US) (2021 - 2024)
Company Filing History:
Years Active: 2021-2025
Title: The Innovations of Patrick Brose
Introduction
Patrick Brose is a prominent inventor based in San Francisco, California. He has made significant contributions to the field of machine learning, holding a total of 12 patents. His work focuses on developing systems and methods that enhance the efficiency and effectiveness of machine learning pipelines.
Latest Patents
Among his latest patents is the "Orchestrator for Machine Learning Pipeline." This invention provides a system and method for training and validating models in a machine learning pipeline specifically for failure mode analytics. The machine learning pipeline includes an unsupervised training phase, a validation phase, and a supervised training and scoring phase. The method involves receiving an identification of a machine learning model and executing a pipeline that trains the model through both unsupervised and supervised learning processes. The orchestration module controls the ordered execution of the services, and the trained model is stored in a database associated with the pipeline. Another notable patent is focused on failure mode analytics, which also involves creating a machine learning model for failure mode detection associated with an asset. This includes retrieving historical notification data, generating an unsupervised machine learning model, and storing the generated model via a storage device.
Career Highlights
Patrick Brose currently works at SAP SE, where he continues to innovate in the field of machine learning. His expertise in orchestrating machine learning pipelines has positioned him as a key player in advancing technology solutions that address complex analytics challenges.
Collaborations
Some of his notable coworkers include Anubhav Bhatia and Lukas Carullo, who collaborate with him on various projects within the company.
Conclusion
Patrick Brose's contributions to machine learning and his innovative patents demonstrate his commitment to advancing technology. His work not only enhances the capabilities of machine learning systems but also sets a foundation for future developments in the field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.