Andrei Victor Ilyashenko

Title: Andrei Victor Ilyashenko: Innovator in Machine Learning and Database Query Processing

Introduction

Andrei Victor Ilyashenko is a notable inventor based in Newton, MA (US). He has made significant contributions to the field of machine learning and database query processing. His innovative approach has led to the development of techniques that enhance the efficiency of database operations.

Latest Patents

Ilyashenko holds a patent for "Machine learning inference calls for database query processing." This patent describes techniques for performing machine learning inference calls in database query processing. The method includes generating a query plan to optimize a query for batch processing of data stored in a database service. The query plan features a batch mode operator to execute a function reference and an execution context associated with the batch mode operator. The execution of the query plan invokes a function linked to the function reference, which sends a batch of requests to a remote service and retrieves multiple responses. Finally, a query response is generated based on the plurality of responses.

Career Highlights

Andrei Victor Ilyashenko is currently employed at Amazon Technologies, Inc., where he continues to innovate and develop advanced technologies. His work focuses on integrating machine learning with database systems to improve performance and scalability.

Collaborations

Ilyashenko collaborates with various professionals in his field, including his coworker James Laurence Finnerty. Their combined expertise contributes to the advancement of technology at Amazon Technologies, Inc.

Conclusion

Andrei Victor Ilyashenko is a prominent figure in the realm of machine learning and database query processing. His patent and ongoing work at Amazon Technologies, Inc. reflect his commitment to innovation and excellence in technology.