Company Filing History:
Years Active: 2018-2025
Title: Innovations by William Robert Nadolski
Introduction
William Robert Nadolski is an accomplished inventor based in Raleigh, NC (US). He holds a total of 6 patents that showcase his expertise in the fields of machine learning and image processing. His innovative contributions have significantly advanced the capabilities of synthetic data generation and image content extraction.
Latest Patents
Nadolski's latest patents include groundbreaking techniques for generating synthetic data. This system and method involve generating a first set of hyperparameters for a trained machine learning model and a second set for another model. By generating a plurality of synthetic data vectors, he computes an error function and an objective function value to optimize the hyperparameters. If the objective function value is optimal, the synthetic data vectors are outputted as a set of synthetic data.
Another notable patent focuses on techniques for image content extraction. This invention allows for the extraction of contextually structured data from document images. It includes automatically identifying document layout, data, and metadata, as well as utilizing breakpoints to match documents with variations to a common template. The system can also generate a document template database for extracting document image contents into a structured format.
Career Highlights
Nadolski is currently employed at SAS Institute Inc., a leading analytics software company. His work there has allowed him to apply his innovative ideas in practical applications, contributing to the company's reputation for excellence in data analytics.
Collaborations
Some of his notable coworkers include David James Wheaton and Heather Michelle GoodyKoontz. Their collaborative efforts have likely contributed to the success of various projects within the company.
Conclusion
William Robert Nadolski's contributions to the fields of synthetic data generation and image content extraction highlight his innovative spirit and technical expertise. His work continues to influence advancements in machine learning and data processing technologies.
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.