Aimamorn Suvichakorn

Title: Aimamorn Suvichakorn: Innovator in Data Storage Technologies

Introduction

Aimamorn Suvichakorn is a notable inventor based in Pak Kret, Thailand. He has made significant contributions to the field of data storage technologies, holding a total of 3 patents. His work focuses on enhancing the efficiency and functionality of storage devices through innovative machine learning applications.

Latest Patents

One of Aimamorn's latest patents is titled "Embedded multi-attribute machine learning for storage devices." This invention provides methods for tactically deploying machine learning operations within existing storage devices without requiring additional capital investment. The machine learning operations are specifically designed to locate and evaluate multiple types of data to complete an operation, including synthesizing missing data. These operations can be processed within a System on Chip (SoC) of a storage device as embedded software. The storage devices designed to utilize these machine learning methods can include non-volatile memory for storing data, executable instructions, and a processor to conduct various steps. These steps include executing multiple applications stored in the non-volatile memory and receiving requests for data from at least one of the applications. Furthermore, the steps determine if the requested data is suitable for substitution by an inference and subsequently select at least one machine learning model for generating a suitable inference.

Another significant patent is "Detection of disk surface irregularities in data storage devices." This invention involves detecting surface irregularities on a disk of a data storage device (DSD). The process includes reading data from one side of the disk using a first head and generating a first set of variable gain amplifier (VGA) values related to this reading. Data is then read from the opposite side of the disk using a second head, generating a second set of VGA values. A profile for the disk is determined using both sets of VGA values, which is then compared to at least one threshold to detect any surface irregularities on the disk.

Career Highlights

Aimamorn Suvichakorn is currently employed at Western Digital Technologies, Inc., where he continues to innovate in the field of data storage. His work has been instrumental in advancing the capabilities of storage devices, making them more efficient and reliable.

Collaborations

Aimamorn collaborates with talented individuals such as Wiriya Choeiprathum and Jonathan Lloyd, contributing to a dynamic and innovative work environment.

Conclusion