旧金山湾区
2889 位关注者 500+ 位好友

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关于

I love building stuff and solving interesting engineering problems.

动态

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工作经历和教育背景

  • TikTok

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所做项目

  • Machine Learning and Big Data Analytics Course Projects

    ? Used Python to implement Logistic Regression for gender recognition; Latent Dirichlet
    Allocation for mining latent topics of BBCSport dataset; Deep Recursive Autoencoder
    for sentiment analysis of movie reviews; Conditional Random Fields for automatic
    punctuation of sentences.
    ? Implemented a large scale clustering algorithm using MapReduce and tested it on
    global weather data for more than 100 years.

  • Image Classification with Deep Convolutional Neural Network

    ? Used C++ to develop image and scene classification algorithms based on Caffe.
    ? The new framework improved the state-of-the-art classification accuracy by 3 ～ 5 %
    on two well-known scene classification datasets(MITSUN and MITIndoor).
    ? Paper: Scene Classification with Semantic Fisher Vectors, CVPR 2015.

  • Automatic 3D Reconstruction from a Single Street View Image

    ? Rendered the 3D model with OpenGL.
    ? Used OpenCV and MatLab to develop an automatic image labeling algorithm based
    on image classification and image segmentation.

荣誉奖项

  • Powell Fellowship

    UCSD

  • National Scholarship

    Ministry of Education, PRC

语言能力

  • English

    高级 (无障碍商务沟通)

  • Chinese

    母语或精通双语

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