Aniruddha Ray

Title: Aniruddha Ray: Innovator in Data Assessment and Migration

Introduction

Aniruddha Ray is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of data assessment and migration, holding a total of 6 patents. His innovative work focuses on enhancing the accuracy and efficiency of data models through advanced technologies.

Latest Patents

Aniruddha's latest patents include a system for assessing the veracity of a data model. This system comprises a data receiver, a model receiver, and a model assessment device. The data receiver collects training data, historical data, and production data. The model receiver obtains the data model associated with the historical data, which is trained using the training data. The historical data includes an initial outcome of the data model based on an input feature in the production data. The model assessment device identifies a key feature in the production data relative to the input feature, based on a target category in the historical data and a statistical distribution of the input feature in the production data. It then determines a second outcome of the data model based on the key feature. If the second outcome differs from the first outcome, the model assessment device calculates a veracity score to evaluate the data model.

Another notable patent involves utilizing neural networks and machine learning models to generate queries after migrating data from a source data structure to a target data structure. In this process, a device receives source code from a source data structure and information related to a target data structure. The device analyzes the source code to extract statements and applies natural language processing to identify functions and keywords associated with the source data structure. It trains a machine learning model with these functions and keywords to create a trained model. The device then processes the information related to the target data structure with the trained model to transform a source query into a target query compatible with the target data structure. Finally, it processes the target query with a neural network model to generate an optimized target query, facilitating the migration of data from the source to the target data structure.

Career Highlights

Aniruddha Ray is currently employed at Accenture Global Solutions Limited, where he continues to innovate and contribute to the field of data technology. His work has garnered attention for its practical applications and effectiveness in improving data handling processes.

Collaborations

Aniruddha collaborates with talented professionals such as Jayant Swamy