Experience

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  Fossil group, inc.

  May 2022 - Oct 2023

  - Researched and developed AI predictive models for wellness applications, enhancing user experiences and internal functionalities- Owned feature engineering and introduced 20+ new features to high-quality time series auto-detection system; achieved human-level accuracy and eliminated the need for manual annotation, saving substantial resources- Proposed and built a RNN-based prototype to forecast optimal wake-up times from streaming data, setting a foundation for future user-centric enhancements and insights- Achieved a 67% reduction in battery consumption for wearable devices by implementing a hybrid rule-based algorithm combining machine learning outputs with a set of rules reimplemented from relevant research papers Show less

  • Algorithm Development Engineer

    Nov 2022 - Oct 2023

  • Algorithm Development Intern

    May 2022 - Nov 2022
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  Worldquant

  Apr 2024 - now

  Quantitative researcher intern