This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Western Digital Technologies, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Saket Giri: Innovator in Machine Learning for Storage Devices
Introduction
Saket Giri is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in the management of defects in storage devices. His innovative approach has the potential to enhance the reliability and efficiency of hard disk drives.
Latest Patents
Saket Giri holds a patent for "Machine learning defect management in storage devices." This patent outlines methods for managing defects in Hard Disk Drive (HDD) storage devices. The process involves testing only a portion of the cylinders of an HDD, utilizing a collection of machine learning models to reconstruct data for the untested cylinders. A defect file is generated for the HDD, and a classifier model may be applied to this file. Additionally, one or more neural network models can be utilized. If the defects are deemed unsuitable for the models, a comprehensive scan of the entire HDD is conducted. The HDD consists of a rotating disk and a read/write head that operates above the disk surface. The disk is formatted into concentric data tracks, which are further divided into sectors. These tracks are organized into zones, and the sectors within each cylinder are arranged into wedges.
Career Highlights
Saket Giri is currently employed at Western Digital Technologies, Inc., where he continues to develop innovative solutions for storage technology. His work focuses on integrating machine learning techniques to improve defect management in HDDs, which is crucial for maintaining data integrity and performance.
Collaborations
Saket collaborates with talented professionals in his field, including Anand Lallan Gupta and Jonathan Lloyd. Their combined expertise contributes to the advancement of technology in storage devices.
Conclusion
Saket Giri's contributions to machine learning and storage technology exemplify the innovative spirit of modern inventors. His patent on defect management in HDDs showcases the intersection of artificial intelligence and data storage, paving the way for more reliable storage solutions.