Company Filing History:
Years Active: 2021-2025
Title: Shalin Shah: Innovator in Device Attribution and Named Entity Recognition
Introduction
Shalin Shah is a prominent inventor based in Sunnyvale, CA. He has made significant contributions to the fields of device attribution and named entity recognition. With a total of 5 patents to his name, Shah continues to push the boundaries of technology and innovation.
Latest Patents
Shah's latest patents include groundbreaking methods and systems for attributing browsing activity from multiple network-connected devices to a single user. One of his notable inventions, "Similarity learning-based device attribution," involves receiving cookies generated by different unidentified devices at a website. A random forest classifier trained on probabilities from a Gaussian mixture model is applied to these cookies to determine the likelihood that they were generated by the same user. This technology allows for the delivery of personalized content based on the characteristics of the paired cookies.
Another significant patent is "Multi-task triplet loss for named entity recognition using supplementary text." This method employs a multi-task approach to fine-tune a neural network for named entity recognition. The multi-task objective function combines a triplet loss with a named entity recognition loss, utilizing supplementary texts to enhance the identification of named entities in a text. This innovation integrates named entity recognition with other natural language processing tasks, showcasing Shah's versatility in the tech landscape.
Career Highlights
Shalin Shah is currently employed at Target Brands, Inc., where he applies his expertise in developing advanced technologies. His work has garnered attention for its practical applications and innovative approaches to complex problems.
Collaborations
Shah collaborates with talented individuals such as Nicholas Scott Eggert and Ramasubbu Venkatesh, contributing to a dynamic work environment that fosters creativity and innovation.
Conclusion
Shalin Shah is a remarkable inventor whose work in device attribution and named entity recognition is shaping the future of technology. His contributions are paving the way for more personalized and efficient user experiences.
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