Garima Arora

Title: Garima Arora: Innovator in Financial Technology

Introduction

Garima Arora is a prominent inventor based in Delhi, India. She has made significant contributions to the field of financial technology, particularly in the area of detecting money laundering activities. Her innovative approach utilizes advanced neural network techniques to enhance the security of financial transactions.

Latest Patents

Garima holds a patent for her invention titled "Detecting money laundering activities using drift in a trained Siamese neural network." This patent focuses on configuring Siamese neural networks (SNN) to identify discrepancies between financial transactions across multiple institutions and a target party. The first neural network in the SNN monitors target transactions for a specific customer or institution over time, generating a target output vector. In parallel, the second neural network tracks baseline transactions for various financial institutions, providing a baseline output vector. This innovative method allows for the detection of potentially fraudulent activities by comparing sudden changes in target transactions against a baseline of transactions.

Career Highlights

Garima Arora is currently employed at Mastercard International Incorporated, where she applies her expertise in financial technology. Her work is instrumental in developing solutions that enhance the integrity of financial systems.

Collaborations

Garima collaborates with talented professionals in her field, including Debasmita Das and Sonali Syngal. These partnerships foster innovation and contribute to the advancement of financial technology.

Conclusion

Garima Arora is a trailblazer in the realm of financial technology, with her patent showcasing her commitment to combating money laundering. Her work at Mastercard International Incorporated and collaborations with esteemed colleagues further solidify her impact in the industry.