Owais Khan Mohammed

Title: Owais Khan Mohammed: Innovator in Generative Models and Neural Networks

Introduction

Owais Khan Mohammed is a notable inventor based in Bellevue, WA (US). He has made significant contributions to the fields of generative models and neural networks, holding 2 patents that showcase his innovative approach to technology.

Latest Patents

One of his latest patents is titled "Using large generative models with improved grounding to improve image context queries." This patent describes an image query system designed to enhance response accuracy while minimizing computational resources. The system utilizes grounding information from various sources to provide accurate information for input images. By employing a comprehensive image prompt, the system can extract extensive visual grounding information from a large generative model. Additionally, it can obtain reverse image search grounding information, allowing for more accurate and efficient text query responses to image-based queries.

Another significant patent by Owais is "Generating questions using a resource-efficient neural network." This technology outlines a three-step process for generating questions using a neural network. The first step involves selecting a subset of textual passages from an electronic document using a first neural network. The second step generates candidate answers for each selected passage with a second neural network, resulting in multiple passage-answer pairs. Finally, a third neural network selects a subset of these pairs to produce output questions. This method effectively reduces the processing burden and latency associated with question generation.

Career Highlights

Owais Khan Mohammed is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work focuses on enhancing the efficiency and accuracy of generative models and neural networks.

Collaborations

Owais collaborates with talented individuals such as Shubham Agrawal and Weiming Wen, contributing to a dynamic and innovative work environment.

Conclusion

Owais Khan Mohammed is a distinguished inventor whose work in generative models and neural networks has the potential to transform technology. His patents reflect a commitment to improving efficiency and accuracy in image processing and question generation.