Jasneet Singh Sabharwal

Title: Innovations of Jasneet Singh Sabharwal

Introduction

Jasneet Singh Sabharwal is a notable inventor based in Vancouver, Canada. He has made significant contributions to the field of technology, particularly in the area of machine learning and legal entity identification. With a total of six patents to his name, his work showcases a blend of innovation and practical application.

Latest Patents

One of his latest patents is titled "System and method for automatic identification of legal entities." This invention provides systems, methods, and computer-readable media for identifying entities as legal entities. The techniques involve accessing a corpus of documents and applying a persona prediction machine learning algorithm to classify entities associated with the documents. The algorithm consists of two layers: the first layer applies a signature block classifier that analyzes signature blocks of the entities, while the second layer applies an entity classifier that examines various documents and network graphs related to the entities. An entity database is updated to reflect the output of the persona prediction machine learning algorithm based on the classifiers.

Another significant patent is focused on "Identifying documents that contain potential code words using a machine learning model." This method includes receiving documents, identifying two corpuses within them, and extracting word embeddings from each corpus. A machine learning model generates vector spaces for these embeddings, and a vector rotation is performed to enhance alignment. The process identifies potential code words and documents containing them in the first corpus.

Career Highlights

Jasneet has worked with several companies, including Text IQ, Inc. and Relativity Oda LLC. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that leverage machine learning technologies.

Collaborations

He has collaborated with notable individuals in his field, including Apoorv Agarwal and Ethan Benjamin. These partnerships have further enriched his work and expanded the impact of his inventions.

Conclusion

Jasneet Singh Sabharwal is a prominent inventor whose work in machine learning and legal entity identification has led to significant advancements in technology. His innovative patents reflect a commitment to enhancing the efficiency and accuracy of legal processes.