Ghetia Siddharth

Title: Ghetia Siddharth: Innovator in Machine Learning Techniques

Introduction

Ghetia Siddharth is a notable inventor based in Gujarat, India. He has made significant contributions to the field of machine learning, particularly in the area of query processing. His innovative approach has led to the development of a unique patent that enhances data handling capabilities.

Latest Patents

Ghetia Siddharth holds a patent titled "Query-oriented approximate query processing based on machine learning techniques." This patent describes a model training system that trains a sample generation model to create synthetic data entries for a dataset. The system includes a prior model for generating an estimated latent vector from a partially observed data entry, a proposal model for generating a latent vector from a dataset entry, and a generative model for producing synthetic data entries. The trained model can be executed on client computing devices to service queries using the generated synthetic data entries.

Career Highlights

Ghetia Siddharth is currently employed at Adobe Inc., where he applies his expertise in machine learning to develop innovative solutions. His work at Adobe has allowed him to explore advanced techniques in data processing and contribute to the company's technological advancements.

Collaborations

Some of Ghetia's coworkers include Subrata Mitra and Nikhil Sheoran. Their collaboration fosters a creative environment that encourages innovation and the sharing of ideas.

Conclusion

Ghetia Siddharth is a prominent figure in the field of machine learning, with a focus on improving query processing through innovative techniques. His contributions at Adobe Inc. and his patented work demonstrate his commitment to advancing technology in meaningful ways.