Rathi Dasgupta

Title: Rathi Dasgupta: Innovating Insurance Technology in Philadelphia

Introduction

Rathi Dasgupta is a remarkable inventor based in Philadelphia, PA, known for her contributions to the field of insurance technology. With a total of three patents to her name, she is at the forefront of transforming how insurance claims are analyzed and improved.

Latest Patents

Rathi's latest patents showcase her innovative approach to identifying and curing anomalies in insurance claims. One of her patents outlines systems and methods that determine whether an insurance claim contains an anomaly by analyzing rules provided by a Rules Engine and employing an Artificial Intelligence/Machine Learning engine for scoring. When an anomaly is detected, her process involves evaluating each feature of the claim to determine sensitivity and saliency values, ultimately estimating the claim's worth through a multi-variate linear regression model. Based on this analysis, Rathi recommends methods to address these anomalies using advanced techniques like Local Interpretable Model-Agnostic Explanations and Global Surrogate Model-based recommendations.

Another recent patent elaborates on synthesizing data using topic modeling for training and testing machine learning systems. This patent describes a methodology for generating synthetic data items from a dataset of original items, with a focus on ensuring diverse code combinations while maintaining topic relevance.

Career Highlights

Rathi Dasgupta's career is marked by her role at Data-Core Systems, Inc., where she drives innovation in the field of insurance technology. Her work is pivotal in enhancing the functionality and reliability of insurance claims processing, benefitting both companies and consumers in the industry.

Collaborations

Throughout her career, Rathi has collaborated with talented individuals like Anshuman Narayan and Jishnu Bhattacharyya. These partnerships have fostered an environment of innovation and creativity, leading to breakthroughs in their respective fields.

Conclusion

In summary, Rathi Dasgupta stands out as a significant figure in the innovation landscape of insurance technology. Her contributions through her patents and collaborative efforts continue to shape the future of how insurance claims are processed, making them more efficient and effective.