Experience

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  SAIC Motor

  • 中国 上海市

  • engineer

    • Apr 2022 - Present
    • 中国 上海市

    auto driving

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  Graphcore

  • 中国 上海市

  • Machine Learning Engineer

    • Nov 2021 - Mar 2022
    • 中国 上海市

    In the AI Chip industry, by collecting and analyzing the requirements of customers, taking advantage of the resources of humans, software, hardware, then output Solution Architecture or product.

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  TVU Networks

  • Shanghai China;

  • Senior Software Engineer

    • Aug 2017 - Oct 2021
    • Shanghai China;

    1，mediamind：recognize the audio and the faces in video,then put the result to Search Server. So that, It is convenient to search content and produce media content.The Video Process is presented as follow: when live one video, the faces in video are detected(mtcnn architecture),classified(facenet architecture + classifier),track(opencv), and then affiliated with the name produced by Microsoft's celebrity cognition. Finally generate the data to Es for searching2，class segmentation for producer：Be responsible for the class segmentation module, segmenting the person from the background and replace with specific background.To meet the at least 15fps demand, the neural network must be as small as possible. So the mobilev2 was adopted for the backbone to encode and unet to decode, meanwhile the VOC2012 Benchmark_RELEASE as dataset. Finally the neural network with the performance 20fps.

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  Self-employed

  • Shanghai, China

  • Software Engineer

    • Mar 2015 - Aug 2017
    • Shanghai, China

    Develop the strategic program for foreign exchange trading

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  Taomee Entertainment

  • Shanghai, China

  • Software Engineer

    • Sep 2013 - Mar 2015
    • Shanghai, China

    Kung-Fu Pop：Backend Developer for webpage game named Kung-Fu Pop

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  Ingeek Information Security Associates Co Ltd

  • Shanghai, China

  • Software Engineer

    • Sep 2012 - Sep 2013
    • Shanghai, China

    The Proxy of Character Server：The Proxy for ssh/sftp/ftp . You can access another ssh/sftp/ftp Server through the Proxy . The Proxy can monitor and control all action on the ssh/sftp/ftp Server. You can watch the action in time through video streams and the Proxy can prevent the action which you label high risk.

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  631 Research Institute

  • Xi'an, Shaanxi, China

  • Software Engineer

    • Sep 2009 - Sep 2012
    • Xi'an, Shaanxi, China

    1，video memc program for ic chip：video memc controller program of IC to make sure the high quality video frame output2，Intelligent Traffic Monitoring System：The system can capture and recognize the plate number of the car on road and then analyze whether the car have broken traffic regulation