Company Filing History:
Years Active: 2020-2023
Title: Madelaine Daianu: Innovator in Machine Learning and User Experience
Introduction
Madelaine Daianu is a prominent inventor based in San Diego, CA, known for her contributions to machine learning and personalized user experiences. With a total of 5 patents, she has made significant strides in understanding query intent and complexity, as well as enhancing self-help experiences in online applications.
Latest Patents
One of her latest patents is titled "Determining query intent and complexity using machine learning." This patent outlines techniques for determining user intent and the complexity of text queries. The method involves receiving a text query from a user device, preprocessing it to generate a query vector, and utilizing intent and complexity models to determine the appropriate routing target for the query.
Another notable patent is "Method and apparatus for providing personalized self-help experience." This invention focuses on creating a personalized self-help experience in online applications. It employs a predictive model that learns relationships between user features and tags, generating high-dimensional vectors for questions and returning the most relevant question titles to users based on their input.
Career Highlights
Madelaine currently works at Intuit, Inc., where she applies her expertise in machine learning to develop innovative solutions. Her work has significantly impacted how users interact with technology, making it more intuitive and user-friendly.
Collaborations
Throughout her career, Madelaine has collaborated with talented individuals such as Yao H Morin and Jonathan Lunt, contributing to a dynamic and innovative work environment.
Conclusion
Madelaine Daianu's work exemplifies the intersection of technology and user experience, showcasing her commitment to innovation in the field of machine learning. Her patents reflect her dedication to improving how users engage with digital platforms, making her a notable figure in the tech industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.