Company Filing History:
Years Active: 2023
Title: Innovations by MohammadHossein Namaki
Introduction
MohammadHossein Namaki is an accomplished inventor based in Pullman, WA (US). He has made significant contributions to the field of data science, particularly in the area of machine learning. His innovative work focuses on enhancing the tracking of data provenance in machine learning models.
Latest Patents
Namaki holds a patent for a system that enables tracking machine learning model data provenance. The patent, titled "Tracking provenance in data science scripts," describes a computing device configured to accept machine learning model code. This system parses the model code into a workflow intermediate representation (WIR) and semantically annotates it to identify data from various sources relied upon during the training of the model. The process generates provenance relationships based on the relationships between nodes of an abstract syntax tree derived from the model code. He has 1 patent to his name.
Career Highlights
Namaki is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in data science. His work is instrumental in advancing the understanding and application of machine learning technologies.
Collaborations
He collaborates with notable colleagues such as Avrilia Floratou and Ashvin Agrawal, contributing to a dynamic and innovative work environment.
Conclusion
MohammadHossein Namaki's contributions to machine learning and data science exemplify the impact of innovative thinking in technology. His patent on tracking data provenance is a testament to his expertise and dedication to advancing the field.