Company Filing History:
Years Active: 2020-2023
Title: Scott Musser: Innovator in Machine Learning and Metadata Deployment
Introduction
Scott Musser is an accomplished inventor based in Longmont, Colorado. He holds a total of 3 patents that showcase his expertise in machine learning and metadata deployment. His innovative approaches have contributed significantly to the fields of query generation and efficient routing of metadata packages.
Latest Patents
One of Scott's latest patents is titled "Generating a query using training observations." This patent describes methods, systems, and devices for generating a query based on training observations. The device, such as an application server, receives a set of queries that include fields from a tenant-specific dataset. It generates training observations for these queries and trains two machine learning models: one for determining grouping hierarchies and another for aggregation predictions. The combined model uses these hierarchies and predictions to rank suggested queries in response to an input query.
Another notable patent is "Criteria-based cost-efficient routing and deployment of metadata packages in an on-demand environment." This invention provides mechanisms for analyzing the characteristics of a metadata package awaiting deployment. The metadata costing server matches these characteristics with predefined criteria for deployment. If the criteria are satisfied, the server routes the package for real-time deployment, bypassing standard message queues.
Career Highlights
Scott has worked with prominent companies such as Salesforce, Inc. and Salesforce Com, Inc. His experience in these organizations has allowed him to refine his skills and contribute to significant advancements in technology.
Collaborations
Throughout his career, Scott has collaborated with talented individuals, including Peter S. Wisnovsky and Zhijie Guan. These partnerships have fostered innovation and enhanced the development of his patented technologies.
Conclusion
Scott Musser is a notable inventor whose work in machine learning and metadata deployment has made a lasting impact. His patents reflect his commitment to advancing technology and improving efficiency in data handling.