Dmitry Basin

Title: Dmitry Basin: Innovator in Real-Time Recommendation Systems

Introduction

Dmitry Basin is a notable inventor based in Haifa, Israel. He has made significant contributions to the field of technology, particularly in managing embeddings and serving recommendations in real-time. With a total of 2 patents, his work showcases innovative approaches to complex problems in machine learning and data management.

Latest Patents

Dmitry's latest patents include a "Method and system for managing embeddings and serving recommendations in real-time." This patent describes techniques for isolating and managing models via versioning. The method involves reading a configuration document associated with a first model, incrementing an internal write version, and generating documents for a second model that replace the first model in a serving system.

Another significant patent is "Concept refinement using concept activation vectors." This invention focuses on improving search queries by identifying positive and negative item sets based on user input. A hyperplane is generated using a machine learning model, and a concept activation vector (CAV) is determined to produce a modified search query vector. This process enhances the accuracy of search results provided to users.

Career Highlights

Dmitry has worked with prominent companies such as eBay and Yahoo Ad Tech LLC. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.

Collaborations

Dmitry has collaborated with talented individuals like Ido Ben-shaul and Eran Gilad. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Dmitry Basin is a distinguished inventor whose work in real-time recommendation systems and machine learning continues to influence the industry. His patents reflect a commitment to innovation and problem-solving in technology.