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Data Scientist and Civil Engineer

Resume posted by junghanwang in Engineering.
Desired salary: $80,000.00
Desired position type: Full-Time
Location: Orlando Florida, United States

Contact junghanwang

Summary

Seeking an opportunity to apply and develop my statistical and engineering skills to the growing field of
statistical analysis.

Education

University of Central Florida

  • Ph.D.  Civil Engineering-Transportation Data Analysis
  • MS.     Statistics-Data Mining Track

California State University at Pomona

  • MS.     Transportation Engineering

National Cheng Kung University, Taiwan

  • BBA.  Transportation Communication Management Science

Experience

Statistical Modeling

Used R to develop a comprehensive feature selection function in Federal Highway’s project based on statistical and engineering concept, drastically improving efficiency and saving 5 hours of manual model feature selection for each trial.

Software Development

Developed an R package for conducting comprehensive before-after studies (3 methods) and cross-section study (1 method) to fulfill FDOT safety project with graphical user interface using shiny package by RStudio. (https://github.com/doubleck/bastudy)

Traffic Engineering

Published 3 journal articles in the transportation field, 3 presentations, 1 traffic safety analysis report for Florida Department of Transportation (FDOT); utilized knowledge of signal design and roadway geometry design in ArcGIS along with data analysis;  frequently utilized cutting edge data mining techniques such as random forests, neural networks, and Poisson regression in R/SAS.

 

Skills

  • R (5 years experience)
  • SAS (5 years experience)
  • Tableau (2 years experience)
  • WinBUGs/Stan (2 years experience)

Specialties

    Statistical analysis, Transportation Engineering

Groups & Associations

    American Society of Highway Engineers, Institute of Transportation Engineers, Sigma Xi Full Membership

Spoken Languages

    English -- very effectively, Mandarin