Jidong Li

Impact score: 35.84

Rank: 3

Jidong Li

Impact score: 35.84

Rank: 3

  • Company
    RMDS Lab Inc.
  • Position
    Data Scientist
  • University
    Georgia Institute of Technology
  • Major
    Computational Science and Engineering
  • Location
    Los Angeles - California - United States

3 active days (last 30 days)

Active
Inactive

2020-07-12
2020-07-13
2020-07-14
2020-07-15
2020-07-16
2020-07-17
2020-07-18
2020-07-19
2020-07-20
2020-07-21
2020-07-22
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2020-07-25
2020-07-26
2020-07-27
2020-07-28
2020-07-29
2020-07-30
2020-07-31
2020-08-01
2020-08-02
2020-08-03
2020-08-04
2020-08-05
2020-08-06
2020-08-07
2020-08-08
2020-08-09
2020-08-10


Summary


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


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RM4E data flow

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