Justin Ormont

Title: Justin Ormont: Innovator in Machine Learning and Social Snippet Augmentation

Introduction

Justin Ormont is a notable inventor based in Mountain View, CA. He has made significant contributions to the fields of machine learning and social media technology. With a total of 3 patents, his work focuses on enhancing automated processes and user interactions in digital environments.

Latest Patents

One of Justin's latest patents is titled "Machine learning for automated model generation with constraints." This invention presents systems and methods for automated machine learning that model a data set according to specific constraints. A modeling service receives a data set and constraints from a submitting party. A pipeline generator then creates a set of pipelines based on the modeling intent and constraints. A machine-learned trained judge analyzes these pipelines to identify the optimal one for training. The optimal results are generated and provided to the submitting party.

Another significant patent is "Social snippet augmenting." This invention provides techniques for enhancing a social snippet with an augmentation tagline. For instance, when a user submits a search query like "algebra help," an entity related to the query, such as a math professor, is identified. A set of taglines associated with the entity is retrieved, and the social snippet is augmented with a tagline that indicates the relevance of the entity to the user.

Career Highlights

Justin Ormont is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work at Microsoft has allowed him to explore various aspects of machine learning and its applications in real-world scenarios.

Collaborations

Throughout his career, Justin has collaborated with talented individuals such as Yunling Wang and Aidan C Crook. These collaborations have contributed to the development of his innovative patents and have fostered a creative environment for technological advancement.

Conclusion

Justin Ormont is a prominent figure in the realm of machine learning and social media technology. His patents reflect his commitment to enhancing automated processes and user experiences. His contributions continue to shape the future of technology in meaningful ways.