CV

General Information

Full Name Xinru Hua
Coding languages Python (5 years), C++ (2 years), CUDA, Matlab
Libraries PyTorch, TensorFlow
Languages English, Chinese

Industry Experience

  • 2022 June-Sep
    Machine Learning Engineer Intern
    Waymo, Mountain View, CA
    • Developed algorithms to preprocess a large-scale driving dataset
    • Designed, implemented, and tested machine learning algorithms
    • Evaluate by metrics of robustness and safety
  • 2020 June-Sep
    Research Intern
    Nvidia, Remote, CA
    • Developed, profiled, and optimized a GPU-based yarn-level cloth simulator in C++ and CUDA
    • Enhanced GPU performance, achieving an over 10x speedup for all the simulation examples
  • 2018 June-Sep
    Research Intern
    Adobe, San Jose, CA
    • Curated a synthetic dataset of cloth animation sequences
    • Implemented and optimized generative models, such as autoencoder and GANs, to generate high-fidelity cloth simulation

Personal

  • Hobbies: climbing, traveling
  • My boyfriend and I have a cat, whose name is Witch