Shilpa Gupta

Title: Shilpa Gupta: Innovator in Machine Learning and Social Networking Technologies

Introduction

Shilpa Gupta is a prominent inventor based in Mountain View, CA, known for her contributions to machine learning and social networking technologies. With a total of three patents to her name, she has made significant strides in enhancing the performance and functionality of machine learning models.

Latest Patents

One of her latest patents focuses on a machine learning model monitoring system. This technology involves monitoring the performance of a machine learning model by receiving digital time series data for a feature metric. The system utilizes an unsupervised anomaly detection function to identify anomalies in the data and labels a subset of these anomalies based on deviations from a predicted baseline model. This innovation allows for modifications to the machine learning model in response to detected anomalies, thereby improving its accuracy and reliability.

Another notable patent is related to a Future Connection Engine designed for social networking. This system predicts potential social network connections by analyzing member accounts and estimating the likelihood of subsequent connections. The Future Connection Engine generates connection recommendations based on whether the predicted connections meet a certain threshold, enhancing user engagement within social networks.

Career Highlights

Shilpa Gupta is currently employed at Microsoft Technology Licensing, LLC, where she continues to develop innovative technologies that push the boundaries of machine learning and social networking. Her work has garnered attention for its practical applications and potential to transform user experiences in digital environments.

Collaborations

Shilpa has collaborated with notable colleagues, including Shaunak Chatterjee and Kexin Nie, contributing to a dynamic and innovative work environment.

Conclusion

Shilpa Gupta's contributions to machine learning and social networking technologies exemplify her role as a leading inventor in her field. Her patents reflect a commitment to advancing technology and improving user interactions in digital spaces.