This inventor holds 1 USPTO granted patent. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2014.
Company Filing History:
Years Active: 2014
Title: Jim Karkanias: Innovator in Semantic Queries
Introduction
Jim Karkanias is a notable inventor based in Sammamish, WA (US). He has made significant contributions to the field of technology, particularly in the area of feature specification via semantic queries. His innovative approach has implications for machine learning tools, enhancing their functionality and efficiency.
Latest Patents
Karkanias holds 1 patent for his invention titled "Feature specification via semantic queries." This technology describes a method that includes obtaining a data set with identifiers for each data row and multiple data features. The method allows for the reception of a semantic query that can be applied to the dataset, making it usable by machine learning tools. Additionally, an entity feature map is supplied, containing entities and associated features for the machine learning tool. The query structure is then analyzed using this entity feature map to identify relevant input from the dataset.
Career Highlights
Jim Karkanias is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop and refine his innovative ideas. His work focuses on enhancing the capabilities of machine learning through advanced data processing techniques.
Collaborations
Throughout his career, Karkanias has collaborated with notable colleagues, including Dave Campbell and Tom Jackson. These partnerships have contributed to the advancement of technology in their respective fields.
Conclusion
Jim Karkanias is a prominent figure in the realm of technology innovation, particularly in the development of methods that enhance machine learning tools through semantic queries. His contributions continue to shape the future of data processing and machine learning applications.