T R Krishnan

Title: T R Krishnan: Innovator in Deep Learning Architecture

Introduction

T R Krishnan is a notable inventor based in New Delhi, India. He has made significant contributions to the field of technology, particularly in the area of deep learning and media screening. His innovative approach has led to the development of a unique patent that addresses the challenges of verifying news reports.

Latest Patents

T R Krishnan holds a patent for a "Deep learning architecture for adverse media screening." This invention provides systems, methods, and apparatus for utilizing deep learning to screen adverse media. The technology generates a dynamic data stream from news reports acquired from various media channels and formats. Reports are categorized by format, and a graphing module employs geometric clustering algorithms to group these reports into a coherence graph. The invention incorporates fact-checking sources into the graph, allowing a graph neural network to assess coherence between news claims and fact-checking sources, as well as between similar reports. The network outputs a legitimacy score for each report, enabling credible reports to be flagged and retrieved during customer screenings. This innovation can trigger customer account closure protocols based on the materiality of credible reports.

Career Highlights

T R Krishnan is currently associated with Bank of America Corporation, where he applies his expertise in technology and innovation. His work focuses on enhancing the reliability of information in the media landscape, which is increasingly important in today's digital age.

Collaborations

Due to space constraints, the collaborations section has been omitted.

Conclusion

T R Krishnan's contributions to deep learning architecture represent a significant advancement in the field of media screening. His innovative patent not only enhances the verification of news reports but also plays a crucial role in maintaining the integrity of information in the digital era.