Debanjan Saba

Title: Debanjan Saba: Innovator in Problem Signature Extraction

Introduction

Debanjan Saba is an accomplished inventor based in Mohegan Lake, NY (US). He has made significant contributions to the field of data processing and problem-solving through his innovative patent. His work focuses on extracting signatures from problem records by utilizing both structured and unstructured text mapping, classification, and ranking.

Latest Patents

Debanjan holds a patent titled "Method for extracting signature from problem records through unstructured and structured text mapping, classification and ranking." This patent describes a method where the structured attributes and unstructured attributes of a ticket are used to generate a problem signature. For structured attributes, the correlation between field values is determined, and fields with the highest weight are identified. For unstructured attributes, data mining techniques are applied to generate a plurality of keywords, ranking each ticket by identifying keywords, commonly used acronyms, and corpus variances. The combination of structured attributes and the plurality of keywords from unstructured attributes forms the signature of a given problem ticket. He has 1 patent to his name.

Career Highlights

Debanjan is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to leverage his expertise in data processing and problem-solving, contributing to the company's innovative projects and solutions.

Collaborations

Some of Debanjan's notable coworkers include Sambit Sahu and Anees Abdul Shaikh. Their collaboration fosters a creative environment that enhances the development of innovative solutions.

Conclusion

Debanjan Saba is a notable inventor whose work in extracting problem signatures has the potential to revolutionize data processing. His contributions to the field are significant, and his patent reflects his innovative approach to problem-solving.