Jidong Li

  • Data Scientist at RMDS Lab Inc.
  • Georgia Institute of Technology
  • Los Angeles - California - United States
  • Administrator
  • Jidong Li

    • Data Scientist at RMDS Lab Inc.
    • Georgia Institute of Technology
    • Los Angeles - California - United States
  • Administrator

  • Professional Bio


    Currently work as a data scientist in RMDS Lab Inc. Master of science in Computational Science and Engineering in Georgia Tech. Interested in research about statistical analysis, numerical linear algebra and optimization. Working experience on image process and machine learning. Specializing in programming language such as Python, Matlab, R, JavaScript and SQL, software such as SAS, Pytorch, AMPL(optimization solve) and Hadoop.

    Professional Bio


    Currently work as a data scientist in RMDS Lab Inc. Master of science in Computational Science and Engineering in Georgia Tech. Interested in research about statistical analysis, numerical linear algebra and optimization. Working experience on image process and machine learning. Specializing in programming language such as Python, Matlab, R, JavaScript and SQL, software such as SAS, Pytorch, AMPL(optimization solve) and Hadoop.




    Skills


    Python; Statistics; Machine Learning; Deep Learning; Algorithm; C++; Artificial Intelligence; Data Analytics; Data Visualization; Hadoop; Modelling



    Jidong’s Top Projects


    Organ Transplant Analysis

    Applied descriptive statistical analysis on the kidney transplant records to test the significant difference among different regions. Used Haar wavelet method to process the imbalance data of sequence number in wait list. Generated Glm and MLP model to make a prediction


    Please edit your profile to choose your top project(s)


    RM4E data flow

    General RM4E workflow for data analysis which includes the Equation (model architecture), Estimation, Evaluation and Execution parts.


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