Susanta Kumar Sahoo

Title: Susanta Kumar Sahoo: Innovator in Machine Learning and Document Processing

Introduction

Susanta Kumar Sahoo is a prominent inventor based in Hyderabad, India. He has made significant contributions to the field of data processing and machine learning. With a total of 2 patents, his work focuses on enhancing the efficiency of document processing through innovative technologies.

Latest Patents

One of his latest patents is the "Deduction claim document parsing engine." This invention relates to data processing methods and systems. It provides a method for processing claim deduction documents using a machine learning model. The process begins by accessing data files and extracting information from them, which is subsequently stored. This document information, along with the machine learning model trained on various document formats, is used to classify the data files and generate tabular data. From this tabular data, data objects are created and included in an output data file. The information from the output file is then used to update the data of the machine learning model, optimizing it for improved future document processing. There are other embodiments as well.

Another significant patent is a "Machine-learning based (ML-based) system and method for automatically processing one or more documents." This system initially obtains data associated with at least one of the first contents and second contents from data sources. The data are pre-processed to generate pre-processed data. The first contents are classified as at least one of claim-based contents and non-claim-based contents, using a machine learning model with prompts. Additionally, the second contents are classified based on intents of the second contents, using the ML model with the prompts. At least one of the claim-based contents and the non-claim-based contents are provided as an output to users on user interfaces associated with electronic devices.

Career Highlights

Susanta Kumar Sahoo has worked with notable companies such as Highradius Technologies Private Limited and Highradius Corporation. His experience in these organizations has allowed him to develop and refine his innovative ideas in machine learning and document processing.

Collaborations

Some of his coworkers include Parsuram Panigrahi and Somesh Manna. Their collaboration has contributed to the advancement of projects in the field of machine learning.

Conclusion

Susanta Kumar Sahoo is a distinguished inventor whose work in machine learning and document processing has led to valuable patents. His contributions continue to influence the industry and pave the