Vinay Praneeth Boda

Title: **Innovator Spotlight: Vinay Praneeth Boda**

Introduction

Vinay Praneeth Boda is an innovative inventor based in Mountain View, California. He has made significant contributions in the field of machine learning, particularly with his patented technique for controlling item frequency. Currently, he works at Microsoft Technology Licensing, LLC, where he continues to push the boundaries of technology.

Latest Patents

Vinay holds one patent titled "Controlling item frequency using a machine-learned model." This patent outlines techniques for managing item frequency through sophisticated machine learning methods. The approach involves training two distinct prediction models: one that considers the interaction history of various content items by multiple entities, and another that predicts interaction rates coupled with impression counts for these items. The methodology allows for the identification of a specific entity related to a request, enabling the selection of candidate content items based on dynamically generated adjusted interaction rates.

Career Highlights

Throughout his career, Vinay has made remarkable strides in the technology sector, particularly within Microsoft Technology Licensing. His patent reflects the growing importance of machine learning in controlling and optimizing user interactions with content. By developing sophisticated predictive models, he has contributed to enhancing user experience and interaction rates, positioning himself as a key player in the evolving landscape of digital content management.

Collaborations

Vinay is known to collaborate with talented colleagues such as Jinyun Yan and Yin Zhang. Together, they work on refining and advancing technologies that leverage machine learning, contributing significantly to their organization's innovative efforts.

Conclusion

Vinay Praneeth Boda exemplifies the spirit of innovation within the technology sector. Through his dedicated work and patented contributions, he not only enhances his company's offerings but also contributes to the larger field of machine learning and user interaction. His endeavors at Microsoft Technology Licensing, LLC, alongside his esteemed colleagues, highlight the impactful role inventors play in shaping the future of technology.