Company Filing History:
Years Active: 2019
Title: Balasubramanian Kandaswamy: Innovator in Machine Assisted Learning
Introduction
Balasubramanian Kandaswamy is a notable inventor based in Redmond, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of entity recognition and data modeling. His innovative approach has led to the development of a unique patent that enhances the understanding of concepts associated with entities.
Latest Patents
Kandaswamy holds a patent titled "Machine Assisted Learning of Entities." This patent describes a data model that is traversed to determine concept characteristics associated with concepts that may be linked to entities. The method involves evaluating associated documents to identify document characteristics related to the entities. The entity models are trained based on both concept and document characteristics, with each model being assigned a confidence value. The results for queries based on the documents and entity models are provided, referencing the documents associated with the entities. Notably, some entity models may yield results with confidence values below a certain threshold, prompting the need for re-training of those models.
Career Highlights
Kandaswamy is currently employed at Maana, Inc., where he continues to push the boundaries of machine learning technology. His work focuses on improving the efficiency and accuracy of data models in understanding complex entities.
Collaborations
He collaborates with talented individuals such as Alexander Hussam Elkholy and Steven Matt Gustafson, contributing to a dynamic work environment that fosters innovation.
Conclusion
Balasubramanian Kandaswamy is a pioneering inventor whose work in machine assisted learning is shaping the future of data modeling and entity recognition. His contributions are invaluable to the field and continue to inspire advancements in technology.