Career Highlights

Public Appearances & Awards

—> Keynote Speaker, "Humanizing Word Error Rate for a Better User Experience"

—> Machine Learning Summit, Apple, 2024

—> Panelist, "Humanizing Word Error Rate for a Better User Experience"

—> Apple Data Science Summit, Apple, 2024

—> Search Summit, Apple, 2023

—> Business Strategy Award

—> Awarded the best company in a sophisticated simulation by analyzing complex financial, manufacturing, and marketing data. UC Berkeley

Publications & Research

—> Research, Humanizing Word Error Rate for ASR Transcript Readability and Accessibility

—> Research highlight in the Data Science and Annotation, and Speech and Natural Language Processing fields. Published at Machine Learning Research at Apple Click here to read

—> Research, The New Frontier - The Role of Ambient Computing in Digital Representative Negotiation

—> Research paper in partnership with Saint Mary’s College of California . Click here to read