Company Filing History:
3 out of 44 
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Years Active: 2021-2024
Title: Sandeep Subramanian: Innovator in Machine Learning and Text Summarization
Introduction
Sandeep Subramanian is a notable inventor based in Montreal, Canada. He has made significant contributions to the field of machine learning, particularly in the area of text summarization. With a total of four patents to his name, Sandeep's work showcases his innovative approach to technology and problem-solving.
Latest Patents
Sandeep's latest patents include a non-transitory computer-readable storage medium and a system for generating an abstractive text summary of a document. This invention utilizes an abstractive machine learning algorithm to create summaries that capture the essence of the original text. The system receives a document with multiple text sequences and generates an extractive summary, which is then transformed into an abstractive summary that includes new text sequences not present in the original document. Another significant patent involves a method and system for training a machine learning algorithm to produce extractive summaries of text documents. This process includes encoding reference documents and their summaries, training the algorithm to extract key sentences, and updating parameters based on the results.
Career Highlights
Throughout his career, Sandeep has worked with prominent companies such as ServiceNow Canada Inc. and Microsoft Technology Licensing, LLC. His experience in these organizations has allowed him to refine his skills and contribute to cutting-edge projects in technology and innovation.
Collaborations
Sandeep has collaborated with talented individuals in his field, including Raymond Li and Jonathan Pilault. These partnerships have fostered a creative environment that encourages the exchange of ideas and advancements in technology.
Conclusion
Sandeep Subramanian is a distinguished inventor whose work in machine learning and text summarization has made a significant impact in the tech industry. His innovative patents and collaborations highlight his dedication to advancing technology and improving the way we process information.