Soham Sheth

Title: Soham Sheth: Inventor in Satellite-Terminal Diagnostics.

Introduction

Soham Sheth is an inventor based in Gaithersburg, Maryland, whose patent work focuses on applying machine learning to satellite-terminal performance monitoring. He is associated with Hughes Network Systems, LLC, a company working in satellite communications.

Latest Patents

Sheth is credited with 1 patent: “Machine learning enabled self-detection for truck rolls on end-user satellite terminals.” The invention describes a system that collects transport-performance statistics at a terminal and analyzes them with a machine-learning model to identify a terminal failure state. The model is trained using data gathered from a population of terminals, and the system can notify a user when it detects a failure. The approach uses terminal-state information and transport metrics to support earlier diagnosis and potentially reduce unnecessary service visits.

Career Highlights

The available information connects Sheth’s patent activity with Hughes Network Systems, LLC. His patented work addresses the practical challenge of detecting problems in end-user satellite terminals through automated analysis of operational data.

Collaborations

The patent’s training approach draws on a dataset collected from a population of terminals. This indicates that the invention relies on aggregated terminal data to develop a model for identifying failure conditions.

Conclusion

Soham Sheth’s patent applies machine learning to satellite-terminal diagnostics, aiming to help users identify failures and support more efficient service decisions.