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"

      • Search Summit, Apple, 2023

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

      • Apple Data Science Summit, Apple, 2024

    • Business Strategy Award

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

  • Publications & Research

    • Humanizing Word Error Rate for ASR Transcript Readability and Accessibility

      • Research highlight in the Data Science and Annotation, and Speech and Natural LanguageProcessing fields. Published at Machine Learning Research at Apple

    • The New Frontier - The Role of Ambient Computing in Digital Representative Negotiation