Company Filing History:
Years Active: 2019-2022
Title: Prateek Janardhan: Innovator in Data Processing and Machine Learning
Introduction
Prateek Janardhan is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of data processing and machine learning, holding a total of 3 patents. His work focuses on enhancing user experiences through innovative technological solutions.
Latest Patents
One of Prateek's latest patents is titled "Interaction-based predictions and recommendations for applicants." This invention provides a system for processing data related to applications for opportunities within an online network. The system determines features such as the historical response rate for a poster of the opportunity and the submission number of the application. By applying a machine learning model to these features, the system produces a score that indicates the likelihood of receiving a response from the poster. This score is then compared to a threshold to generate a recommendation for the member, ultimately improving their experience when applying for opportunities.
Another significant patent is "Strategy for collection flow and seeding within a cohort." In this embodiment, a cohort is identified that includes members of a social networking service sharing at least one attribute value. The system identifies a minimum number of eligible members required to provide relevant statistical insights from confidential data. Based on various factors, eligible members are divided into waves to optimize the collection process.
Career Highlights
Prateek Janardhan is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work at Microsoft has allowed him to explore various aspects of machine learning and data processing, contributing to the company's advancements in these fields.
Collaborations
Prateek has collaborated with notable colleagues such as Krishnaram Kenthapadi and Ryan Wade Sandler. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Prateek Janardhan is a distinguished inventor whose work in data processing and machine learning has led to significant advancements in user experience. His innovative patents reflect his commitment to improving technology and its applications in everyday life.