This inventor holds 2 USPTO granted patents and 1 published patent application and 1 EPO patent. Top assignee: Tata Consultancy Services Limited. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Karan Rawat: Innovator in Convolutional Neural Networks and Document Processing
Introduction
Karan Rawat is a prominent inventor based in New Delhi, India. He has made significant contributions to the fields of artificial intelligence and document processing. With a total of 2 patents, Karan is recognized for his innovative approaches to optimizing neural networks and enhancing data extraction techniques.
Latest Patents
Karan's latest patents include a "Method and system for latency optimized heterogeneous deployment of convolutional neural network." This invention addresses the challenges of deploying convolutional neural networks (CNNs) effectively across various hardware platforms. The method provides an automated framework that optimally partitions the CNN and maps these partitions to hardware accelerators, resulting in a latency-optimized deployment configuration.
Another notable patent is the "Method and system for generating a data model for text extraction from documents." This invention focuses on improving document processing by reducing computational load and memory footprint. The system utilizes a Lottery Ticket Hypothesis (LTH) algorithm to prune a pretrained base model, generating a structured pruned data model that is trained using a Knowledge Distillation algorithm for effective text detection.
Career Highlights
Karan Rawat is currently employed at Tata Consultancy Services Limited, where he applies his expertise in artificial intelligence and machine learning. His work has been instrumental in advancing the capabilities of the company in these cutting-edge fields.
Collaborations
Karan collaborates with talented professionals such as Nupur Sumeet and Manoj Karunakaran Nambiar. Together, they contribute to innovative projects that push the boundaries of technology and research.
Conclusion
Karan Rawat is a distinguished inventor whose work in convolutional neural networks and document processing has garnered attention in the tech community. His patents reflect a commitment to enhancing performance and efficiency in artificial intelligence applications.