Vikas Maddukuri

Title: Vikas Maddukuri: Innovator in Machine Learning Techniques

Introduction

Vikas Maddukuri is a notable inventor based in Andhra Pradesh, India. He has made significant contributions to the field of machine learning, particularly in the area of query processing. His innovative approach has the potential to enhance data handling and query efficiency in various applications.

Latest Patents

Vikas 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

Vikas 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 contribute to cutting-edge technologies that enhance user experiences and improve data processing capabilities.

Collaborations

Some of Vikas's coworkers include Subrata Mitra and Nikhil Sheoran. Their collaboration fosters a creative environment that encourages innovation and the development of advanced technologies.

Conclusion

Vikas Maddukuri is a prominent inventor whose work in machine learning and query processing is paving the way for future advancements in data management. His contributions at Adobe Inc. and his patented innovations highlight his role as a key player in the tech industry.