Andrey Ryazanov

Title: Andrey Ryazanov: Innovator in Information Extraction

Introduction

Andrey Ryazanov is a notable inventor based in Boston, MA (US). He has made significant contributions to the field of information extraction, particularly through his innovative patent that utilizes machine learning for data extraction from unstructured text documents.

Latest Patents

Andrey holds a patent for "Information extraction for unstructured text documents." This patent describes a method for training and using a machine learning model to extract data from unstructured text. The process involves receiving keys of interest from a user and processing a batch of documents to extract structured text. The model predicts text classifications based on the keys of interest and outputs these classifications to the user. Additionally, the model is retrained based on user annotations to improve accuracy, allowing it to classify extracted structured text in remaining documents effectively.

Career Highlights

Andrey is currently employed at S&P Global, Inc., where he continues to apply his expertise in machine learning and data extraction. His work has positioned him as a key player in the development of innovative solutions for handling unstructured data.

Collaborations

Andrey collaborates with talented colleagues such as Baojia Tong and Delphine Vendryes, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Andrey Ryazanov's contributions to the field of information extraction through his patent and work at S&P Global, Inc. highlight his role as an influential inventor. His innovative approach to utilizing machine learning for data extraction continues to impact the industry positively.