Company Filing History:
Years Active: 2020-2025
Title: Onkar Anant Dalal: Innovator in Recommendation Systems
Introduction
Onkar Anant Dalal is a notable inventor based in Santa Clara, CA. He has made significant contributions to the field of technology, particularly in the area of recommendation systems. With a total of 4 patents to his name, Dalal's work has had a considerable impact on how online services generate recommendations for users.
Latest Patents
Dalal's latest patents include innovative techniques that enhance user experience through personalized recommendations. One of his patents focuses on generating recommendations using session relevance and incremental learning. In this system, a computer generates recommendations based on user actions performed within a specific timeframe. The system classifies user actions into intent and preference categories, which are then utilized to create tailored recommendations using various models. Another patent involves automatically tuning parameters in a layered model framework. This technique employs machine learning to optimize model performance by testing multiple parameter values and selecting the most effective ones based on specific metrics.
Career Highlights
Onkar Anant Dalal is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and develop advanced technologies. His work at Microsoft has allowed him to explore various aspects of machine learning and recommendation systems, contributing to the company's technological advancements.
Collaborations
Dalal has collaborated with talented individuals such as Yi Zhang and Shuo Miao, enhancing the quality and scope of his projects. These collaborations have fostered a creative environment that encourages innovation and the development of cutting-edge solutions.
Conclusion
Onkar Anant Dalal is a prominent inventor whose work in recommendation systems has significantly influenced the technology landscape. His innovative patents and contributions to Microsoft Technology Licensing, LLC highlight his expertise and commitment to advancing technology.
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