Abhiram Madhukar Gujjewar

Title: Abhiram Madhukar Gujjewar: Innovator in Data Linking Techniques

Introduction

Abhiram Madhukar Gujjewar is a notable inventor based in San Ramon, CA (US). He has made significant contributions to the field of data linking and machine learning, holding a total of 3 patents. His work focuses on improving searching capabilities through innovative techniques.

Latest Patents

One of his latest patents involves techniques for linking data to provide improved searching capabilities. A machine-learning model may be previously trained with a supervised learning algorithm to identify whether a pair of labels provided as input are similar. A locality sensitive hashing forest (LSH) may be generated for the set of candidate labels. When a user later identifies an input label, the input label may be used to query the LSH forest to identify a subset of the candidate labels. This subset may be used to generate respective pairs comprising the input label, one of the subset candidate labels, and a corresponding feature set generated for the pair. This data may be provided to the model to identify a degree to which the pair of labels are similar. The user may be provided one or more recommendations including similar terms identified from the model's output.

Career Highlights

Abhiram has worked with prominent companies such as Oracle International Corporation and Business Objects Software Limited. His experience in these organizations has contributed to his expertise in the field of data science and machine learning.

Collaborations

Some of his notable coworkers include Gopal Srinivasa Raghavan and Ganesh Seetharaman. Their collaboration has likely fostered an environment of innovation and creativity in their projects.

Conclusion

Abhiram Madhukar Gujjewar is a distinguished inventor whose work in data linking techniques has the potential to enhance searching capabilities significantly. His contributions to the field are noteworthy and continue to influence advancements in machine learning.