Company Filing History:
Years Active: 2018-2020
Title: Mariana Stepp: Innovator in Search Technology
Introduction
Mariana Stepp is a prominent inventor based in Santa Clara, CA (US). She has made significant contributions to the field of search technology, holding 2 patents that showcase her innovative approach to enhancing user experience in digital communication.
Latest Patents
One of her latest patents is the "Hybrid Search Interface." This technology involves a system designed to receive a first input into a search interface and perform a first search based on that input. The first search is conducted on a specific set of content items managed by a content management system. The system also accommodates a second input, allowing for a second search based on the initial input, which is performed on a different set of content items managed by the same system.
Another notable patent is "Relevance Group Suggestions." This invention provides a people recommendation system that predicts and recommends relevant individuals or entities to include in a conversation. It collects and stores user history from various conversation boxes associated with communications. During a training phase, this history is utilized to train encoder and decoder blocks in a de-noising auto-encoder model. In the prediction phase, the trained model predicts potential recipients for a current conversation box, ranking them using a scoring function to recommend the top individuals or entities to the user.
Career Highlights
Mariana has worked with notable companies such as Microsoft Technology Licensing, LLC and Dropbox, Inc. Her experience in these organizations has allowed her to refine her skills and contribute to cutting-edge technologies in the industry.
Collaborations
Some of her coworkers include Yelong Shen and Xinying Song, who have collaborated with her on various projects, further enhancing the innovative landscape of search technology.
Conclusion
Mariana Stepp's contributions to search technology through her patents reflect her dedication to improving user interactions in digital environments. Her work continues to influence the way people communicate and access information.