Company Filing History:
Years Active: 2025
Title: Miral Shah: Innovator in Machine Learning for User Engagement
Introduction
Miral Shah is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of machine learning, particularly in enhancing user engagement through innovative systems and methods. His work is characterized by a focus on utilizing user inputs to create more interactive and responsive user experiences.
Latest Patents
Miral Shah holds a patent for "Systems and methods for machine learning to assess and increase user engagement from user inputs." This patent describes a method that includes receiving at least one input, detecting at least one parameter associated with a context, and generating, by a machine learning model, a first set of data classes enriched with the context. The method further involves determining if each data class is associated with a data class repository, defining a subset of data classes not associated with a data class repository, and generating at least one data class repository for each data class. Additionally, the method includes generating a display signal to show information associated with at least one data class repository, altering the display signal using a machine learning model, and sending the display signal to display the graphical user interface on the user device.
Career Highlights
Miral Shah is currently employed at the Ck12 Foundation, where he applies his expertise in machine learning to develop educational resources. His innovative approach has the potential to transform how users interact with educational content, making it more engaging and effective.
Collaborations
Miral collaborates with talented individuals such as Neeru Khosla and Nimish Pachapurkar. Their combined efforts contribute to the advancement of technology in user engagement and educational tools.
Conclusion
Miral Shah's work in machine learning and user engagement exemplifies the innovative spirit of modern inventors. His contributions are paving the way for more interactive and personalized user experiences in various applications.
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.