Company Filing History:
Years Active: 2022-2023
Title: Shaun Miller: Innovator in Document Scrubbing and Error Detection
Introduction
Shaun Miller is a notable inventor based in Sammamish, WA (US). He has made significant contributions to the fields of data management and software development. With a total of 4 patents to his name, Shaun has demonstrated a commitment to innovation and problem-solving in technology.
Latest Patents
Shaun's latest patents include groundbreaking technologies that enhance data security and software reliability. One of his patents, titled "Rule-based document scrubbing of sensitive data," introduces a rule-based attribution mechanism that analyzes documents containing various types of sensitive data. This mechanism applies script-based rules to tag documents, allowing for the aggregation of similar tags. The scrubbing process involves actions such as eliminating, obfuscating, or converting sensitive data into non-sensitive values, ensuring that only telemetric data remains for downstream processing.
Another significant patent is "Detection of runtime errors using machine learning." This innovation focuses on identifying runtime errors in source code before execution. By utilizing machine learning models, Shaun's approach extracts features representing the context of potential runtime errors from source code programs. These features are used to train models, such as random forest classifiers, to predict the likelihood of specific runtime errors, including arithmetic overflow and conditionally uninitialized variables.
Career Highlights
Shaun Miller is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions. His work at Microsoft has allowed him to contribute to cutting-edge technologies that address critical challenges in data management and software development.
Collaborations
Throughout his career, Shaun has collaborated with talented individuals, including Kalpathy Sitaraman Sivaraman and Neelakantan Sundaresan. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of innovative solutions.
Conclusion
Shaun Miller is a distinguished inventor whose work in document scrubbing and error detection has made a significant impact in the technology sector. His patents reflect a deep understanding of the challenges faced in data management and software reliability. Through his contributions, Shaun continues to pave the way for future innovations in these critical areas.