This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Oracle International Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Don Dharmasiri: Innovator in Machine Learning
Introduction
Don Dharmasiri is a prominent inventor based in Victoria, Australia. He has made significant contributions to the field of machine learning, particularly in the area of document graph attributes. His innovative work has led to the development of techniques that enhance the capabilities of machine learning models.
Latest Patents
Don Dharmasiri holds a patent for "Executing unsupervised pre-training tasks with a machine learning model to predict document graph attributes." This patent describes techniques for multi-layer training of a machine learning model. The system pre-trains a machine learning model on training data obtained from unlabeled document graph data by executing unsupervised pre-training tasks. This process generates a labeled pre-training data set. The system modifies document graphs to change attributes of nodes in the document graphs. It pre-trains the machine learning model with a data set that includes both modified and unmodified document graphs to generate predictions associated with the modifications. After pre-training, the system fine-tunes the model with a set of labeled training data to generate predictions related to specific attributes of a document graph. Don's innovative approach has the potential to significantly improve the efficiency and accuracy of machine learning applications.
Career Highlights
Don Dharmasiri is currently employed at Oracle International Corporation, where he continues to push the boundaries of technology and innovation. His work at Oracle has allowed him to collaborate with other talented professionals in the field, further enhancing his contributions to machine learning.
Collaborations
One of Don's notable coworkers is Xu Zhong. Their collaboration has fostered an environment of innovation and creativity, leading to advancements in their respective projects.
Conclusion
Don Dharmasiri is a remarkable inventor whose work in machine learning is paving the way for future innovations. His patent and contributions to Oracle International Corporation highlight his commitment to advancing technology.