Swagata Chakraborty

Title: **Swagata Chakraborty: Innovator in Machine Learning and Variant Grouping**

Introduction

Swagata Chakraborty is a distinguished inventor based in Santa Clara, California, recognized for her significant contributions to machine learning and innovative systems. With a notable portfolio of three patents, Swagata's work focuses primarily on developing scalable solutions for data processing and item categorization.

Latest Patents

Swagata Chakraborty's latest patents illustrate her expertise in machine learning applications. One of her key innovations is the patent titled "Scalable Pipeline for Machine Learning-Based Base-Variant Grouping." This patent outlines a sophisticated system comprising processors and non-transitory computer-readable media that execute computing instructions. The system is designed to create an adjacency list for candidate items, generate graphs representing these items, and perform divisive hierarchical clustering to identify recommended variant groups.

Another significant patent, "Automatically Determining Items to Include in a Variant Group," presents a method for generating candidate variant items from an item catalog. This method integrates a k-nearest neighbors approach with an elastic search strategy to classify and filter items based on their image and attribute data, ultimately forming well-defined variant groups.

Career Highlights

Swagata Chakraborty currently holds a position at Walmart Apollo, LLC, where she applies her innovative thinking to enhance data processing methodologies and improve the efficiency of machine learning applications. Her contributions have helped streamline operations within the company, reflecting her commitment to advancing technology through thoughtful invention.

Collaborations

Throughout her career, Swagata has collaborated with talented colleagues, including Yanxin Pan and Abhinandan Krishnan. Together, they work towards realizing cutting-edge solutions that push the boundaries of what is possible with machine learning technologies.

Conclusion

In conclusion, Swagata Chakraborty exemplifies the spirit of innovation within the technology sector. Her remarkable patents focus on enhancing machine learning processes and automating item classification, showcasing her valuable expertise in this evolving field. As she continues her work at Walmart Apollo, LLC, Swagata remains a pivotal figure driving advancements in technological innovation.