Prarthana Bhattarai

Title: Prarthana Bhattarai: Innovator in Anomaly Detection

Introduction

Prarthana Bhattarai is an accomplished inventor based in McLean, VA (US). She has made significant contributions to the field of machine learning, particularly in the area of anomaly detection in time series datasets. Her innovative approach has the potential to enhance the accuracy and efficiency of data analysis.

Latest Patents

Prarthana holds a patent for "Automatic model selection for a time series." This patent describes methods and systems aimed at improving anomaly detection in time series datasets. By training different machine learning models to process specific types of time series data, her invention allows for the selection of the most appropriate model for identifying anomalies. This greatly enhances the accuracy and efficiency of anomaly detection. Additionally, her methods include processing multiple time series datasets over a defined period to detect anomalies and correlating these anomalies to generate an anomaly time series dataset.

Career Highlights

Prarthana is currently employed at Capital One Services, LLC, where she applies her expertise in machine learning and data analysis. Her work focuses on developing innovative solutions that address complex challenges in the financial sector.

Collaborations

Some of her notable coworkers include Vannia Gonzalez Macias and Talha Koc, who contribute to the collaborative environment that fosters innovation at Capital One.

Conclusion

Prarthana Bhattarai is a pioneering inventor whose work in anomaly detection is shaping the future of data analysis. Her contributions are not only advancing technology but also enhancing the capabilities of machine learning in practical applications.