Amar Budhiraja

Title: Innovations by Amar Budhiraja

Introduction

Amar Budhiraja is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of recommendation systems, holding two patents that showcase his innovative approach to utilizing complex data structures.

Latest Patents

Amar's latest patents include a "Multiple-entity-based recommendation system" and a "Message recommendation system." The multiple-entity-based recommendation system employs rich data by modeling items and recipients as 'complex entities.' This system utilizes information about multiple relationships between sub-entities, represented in bipartite graphs. Recommendations are generated by creating vector representations of these sub-entities and combining them into representations of items and users, which are then processed by a classifier model. Similarly, the message recommendation system follows a comparable methodology, enhancing the recommendation process through advanced data modeling techniques.

Career Highlights

Amar Budhiraja is currently associated with Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in the realm of recommendation systems. His work reflects a deep understanding of complex data relationships and their applications in technology.

Collaborations

Amar collaborates with talented individuals such as Lekshmi Menon and Gaurush Hiranandani, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Amar Budhiraja's contributions to recommendation systems highlight his expertise and innovative spirit. His patents reflect a commitment to advancing technology through complex data modeling and collaborative efforts.