As an analytical and strategic thinker, I have focused on delivering impactful and data-driven results to several organizations from industries such as Consumer Electronics, Software, and Artificial Intelligence (AI). My professional experience focuses on Advanced Data Analysis, Machine Learning, Risk Management, Project Management, Market Segmentation, UX, Business Statistics, Offline and A/B testing, and Data Visualization. My passion for data science and program strategy stems from my solid professional and academic background, where I have learned from the sources in renowned companies such as Apple and Scale AI, and universities such as Saint Mary’s College of California, UC Berkeley, and Stanford University, enabling me to become the professional that I am today.

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

      • Click here to read

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

    • Research paper in partnership with Intel Corporation

      • Click here to read