Anushree Randad

Title: **Anushree Randad: Innovating the Future of Machine Learning**

Introduction

Anushree Randad, a visionary inventor based in Milpitas, CA, has made significant strides in the field of machine learning. With a remarkable portfolio of six patents, her innovative work is making a substantial impact on how incidents are classified and processed.

Latest Patents

One of Anushree's latest inventions is a machine-learning-based similarity engine. This groundbreaking embodiment involves sophisticated storage systems that contain incident logs and mappings between these logs and vector representations generated by a machine learning (ML) model. The process includes several key functionalities. It enables processors to receive classification requests linked to incident logs and transmits values from additional incident logs to the ML model. With this input, the model creates a new vector representation, obtaining confidence measurements to assess similarities with existing logs. Ultimately, the system identifies and transmits a set of semantically relevant incident logs, enhancing the efficiency of incident management.

Career Highlights

Anushree currently works at ServiceNow, Inc., where she continues to refine her expertise in machine learning and contribute to innovative solutions. Her career trajectory reflects a strong commitment to pushing the boundaries of technology, particularly in fields requiring advanced data processing and analysis.

Collaborations

Throughout her professional journey, Anushree has had the opportunity to collaborate with talented colleagues, including Hari Krishna Vutukuru and Lal Narayanasamy. These collaborations have been pivotal in fostering creativity and advancing the development of innovative applications in machine learning.

Conclusion

Anushree Randad stands as a prominent figure in the world of innovation. Her contributions through patented inventions not only reflect her technical prowess but also illustrate her dedication to driving advancements in machine learning technology. As she continues her work at ServiceNow, Inc., Anushree's future endeavors will undoubtedly influence the landscape of incident management systems and beyond.