Location History:
- Palo Alto, CA (US) (2010)
- Santa Clara, CA (US) (2007 - 2014)
- Cupertino, CA (US) (2006 - 2023)
Company Filing History:
13 out of 27,412 
1 out of 3 Years Active: 2006-2023
Title: Akhil Sahai: Innovator in Deep Learning and Data Extraction
Introduction
Akhil Sahai is a prominent inventor based in Santa Clara, CA (US), known for his contributions to the field of deep learning and data extraction. With a total of 14 patents, he has made significant strides in automating data processing and management systems.
Latest Patents
One of his latest patents focuses on extracting data from documents using multiple deep learning models. This innovative technique allows a computer system to receive a document in an electronic format and segment it into various parts using an image segmentation deep learning model. Each segment corresponds to a visually discrete portion of the document and is classified into different types. The system retrieves text from each segment using optical character recognition (OCR) and extracts relevant data using a named entity recognition (NER) deep learning model, ensuring that the extraction process considers the segment's type.
Another notable patent involves system management based on goals relevant to the current state of a managed system. This system includes a goal state repository that stores goals for the managed system. By comparing the current state of the managed system to the goals stored in the repository, a goal state repository instance is created, which contains a subset of applicable goals. Management tools are then utilized to modify the managed system to comply with these goals.
Career Highlights
Akhil has worked with several notable companies throughout his career, including Hewlett-Packard Development Company, L.P. and Jade Global, Inc. His experience in these organizations has contributed to his expertise in developing advanced technological solutions.
Collaborations
Throughout his career, Akhil has collaborated with talented individuals such as Vijay Machiraju and James Christopher Pruyne. These collaborations have further enhanced his innovative capabilities and contributed to the success of his projects.
Conclusion
Akhil Sahai's work in deep learning and data extraction showcases his commitment to advancing technology and improving data management systems. His numerous patents reflect his innovative spirit and dedication to solving complex problems in the field.