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for RMDS 2021 Data Science Competition.

Jidong Li

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

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.

Jidong Li’s Impact in Data Science World


IMPACT SCORE: 32.36

RANK: 2

Project Quality 39.95%
Project Quality: it measures the quality of a project at various stages in the process including validity, reliability, and reproducibility.
Project Engagement 14.85%
Project Engagement: it measures the extent that a project helps to generate insights in other institutions.
Project Outcome 47.51%
Project Outcome: it measures the concrete changes that a project brings, like the revenue generated by the project.
Perceived Participation 15.72%
User Participation: it measures the degree of user involvement and participation in online and offline activities.
Perceived Capacity 72.15%
User Capacity: it measures the capacity (e.g., knowledge, skills) of a user that serves as the foundation of their personal impact.

Jidong Li’s Data Science Portfolio

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.

Jidong Li

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