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Years Active: 2019-2020
Title: Innovations of Mandy Barrett Korpusik
Introduction
Mandy Barrett Korpusik is an accomplished inventor based in Cambridge, MA. She has made significant contributions to the field of technology, particularly in the areas of natural language processing and behavior prediction using neural networks. With a total of 2 patents, her work showcases her innovative spirit and technical expertise.
Latest Patents
Mandy's latest patents include a "System and method for semantic mapping of natural language input to database entries via convolutional neural networks." This invention involves a sophisticated system that associates natural language strings with items in a relational database using artificial neural networks. The system employs a pre-trained neural network to apply semantic tags to segments of natural language, converting them into multi-dimensional vectors for ranking against database items.
Another notable patent is "Behavior prediction on social media using neural networks." This invention outlines a method for recognizing user behavior on social media platforms. It involves analyzing posts related to products and calculating the probability of purchasing based on user interactions. The system provides product-related information to users based on their likelihood of making a purchase.
Career Highlights
Mandy has worked with prestigious organizations such as Fuji Xerox Co., Ltd. and the Massachusetts Institute of Technology. Her experience in these institutions has allowed her to develop and refine her innovative ideas, contributing to her success as an inventor.
Collaborations
Mandy has collaborated with notable individuals in her field, including Francine R. Chen and Shigeyuki Sakaki. These collaborations have further enriched her work and expanded her impact in the technology sector.
Conclusion
Mandy Barrett Korpusik is a pioneering inventor whose work in natural language processing and behavior prediction has made significant strides in technology. Her patents reflect her dedication to innovation and her ability to address complex challenges in the digital age.