CV for Transportation engineering / data science

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  • RICH_LIU
    University: SYSU
    Nationality: CHINA
    December 18, 2020 at 4:59 am

    目前大三,这个CV是准备用于暑研的申请,还请老师看看看

    RUIQI LIU

    liurq9@mail2.sysu.edu.cn

    School of Intelligent Systems Engineering, Sun Yat-sen University, China

    +86 13140275397
    <h1>  Education</h1>
    <h2></h2>
    <h2>Transportation Engineering, Sun Yat-sen University                                                                                                                            2018 – Present</h2>

    • GPA: overall 88/100 for the last two years
    • Courses include: Data Structure and Algorithm, Traffic Survey and Analysis, Linear Algebra, etc.

    <h1>Selected Grants and Honors</h1>
    <h2></h2>
    <h2>The First Prize Scholarship, Sun Yat-sen University                                                                                                                         2019 – 2020</h2>
    <h2></h2>
    <h2>The Third Prize Scholarship, Sun Yat-sen University                                                                                                                         2018 – 2019</h2>

    <h2>Second Prize of Contemporary Undergraduate Mathematical Contest in Modeling                                                                                                                         2020</h2>

    • Nation-wide

    <h2>8th Place in Shenzhen Open Data Innovation Contest, NanShan, Shenzhen                               2020</h2>

    • Nation-wide

    <h2>Honorable Mention in Mathematical Contest in Modeling                                                                    2020</h2>

    • World-wide

    <h2></h2>
    <h1> Research Experience</h1>
    <h2></h2>
    <h2>Research Assistant, Professor Junbo Wang                                                                                                                       2020.8 – Present</h2>

    • Focus area: Federated Learning in Internet of Vehicles
    • Propose a new Federated Learning protocol, to address the problems such as low efficiency in each training round and asynchronous problem in Internet of Vehicles
    • Created a new algorithm which sets a cache to obtain more clients and uses new aggregation protocol

    <h2>Research Assistant, Professor Ming Cai                                                                                                                     2019.8 – 2019.10</h2>

    • Project: utilized cellular signaling data to optimize bus routes in Foshan, Guangdong
    • Explored big data to observe citizens’ travel preference and differences of transit service in different districts
    • Basic data cleaning and analyzation

    <h2>Participant, The International AI Training Program for Chinese Universities                                                                                                                     2019.7 – 2019.7</h2>

    • Sponsors: Department of international exchange & cooperation of the Ministry of Education, North China Electric Power University
    • Attained basic skills about machine learning and deep learning

    <h1>  Skills</h1>
    <h2></h2>
    <h2>Language Skills</h2>

    • TOEFL            R:27 L:25 S:22 W:20          Total:94

    <h2>Computer Skills</h2>

    • Proficient in data mining and software (Python and Tableau)
    • Proficient in machine learning (Sklearn, Lightgbm, etc.)
    • Basic use of deep learning and Federated Learning (Keras and Federated Tensorflow)
    • Basic use of Spark and SQL (Pyspark)

     

     

    Administrator
    University: University of Wisconsin
    December 18, 2020 at 4:58 pm

    Unprofessional. Lots of grammatical errors. Sentences are unclear. Research methods/accomplishments need to be underscored.

    Rewrite your CV.