Arpan Somani

Title: Arpan Somani: Innovator in Data Entity Matching Detection

Introduction

Arpan Somani is a notable inventor based in Ratlam, India. He has made significant contributions to the field of data entity matching detection, holding 2 patents that showcase his innovative approach to solving complex data challenges.

Latest Patents

Somani's latest patents focus on computer-based systems for data entity matching detection based on latent similarities in large datasets. These patents describe an entity matching detection system that utilizes a latent similarity identification machine learning model. This model receives one or more data records and generates a final similarity score indicative of a latent similarity between the records. The system is capable of identifying lexical and semantic similarities between attribute values and can analyze and compute similarity scores for both direct-linked and cross-linked attribute values extracted from different data records.

Career Highlights

Arpan Somani is currently employed at American Express Travel Related Services Company, Inc. His work there involves leveraging his expertise in data matching technologies to enhance the efficiency and accuracy of data processing systems.

Collaborations

Some of his notable coworkers include Salil Joshi and Shourya Roy, who collaborate with him on various projects within the company.

Conclusion

Arpan Somani's innovative work in data entity matching detection positions him as a key figure in the field, contributing valuable solutions to complex data challenges. His patents reflect a deep understanding of machine learning and data analysis, paving the way for advancements in this area.