Ashwin Narasimha Murthy

Title: **Innovator Spotlight: Ashwin Narasimha Murthy**

Introduction

Ashwin Narasimha Murthy is an accomplished inventor based in Sunnyvale, California, known for his significant contributions to the field of machine learning and technology. With a remarkable portfolio of eight patents, he has showcased his innovative prowess at Microsoft Technology Licensing, LLC, where he has been instrumental in developing cutting-edge solutions.

Latest Patents

Among Ashwin's latest innovations are his patents that focus on advanced machine learning models for ranking and recommending entities. One of his notable patents, titled "Recommending Edges via Importance Aware Machine Learned Model," introduces a single machine learned model that ranks various entities by calibrating scores from Edge-FPR models to a unified scale. This innovation optimizes ranking across all combinations of node types and edge types while ensuring that the true importance of each edge type is accounted for through counterfactual experimentation.

Another significant patent, "Intent Based Second Pass Ranker for Ranking Aggregates," outlines a system that uses machine learning to score and rank content item cohorts based on user intentions. This technology enhances the display order of content items for users by utilizing specific cohort definition criteria and by generating personalized rankings that reflect the user's needs.

Career Highlights

Ashwin has built a distinguished career at Microsoft Technology Licensing, LLC, where he focuses on harnessing machine learning to enhance user experiences. His contributions have elevated the capabilities of technologies and have established him as a leader in his domain.

Collaborations

Throughout his career, Ashwin has collaborated with talented professionals, including Parveen Kumar Patel and Marios Zikos. These collaborations have played a pivotal role in advancing complex projects and fostering innovation within the team at Microsoft.

Conclusion

Ashwin Narasimha Murthy exemplifies the spirit of innovation through his groundbreaking work in machine learning and technology. With a promising career and a robust portfolio of patents, he continues to contribute significantly to the field, inspiring future generations of inventors and technology enthusiasts.