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Graduate Assistant Resume

Charlotte, NC

SUMMARY:

A position where I can apply my knowledge of statistical programming and data analysis.

SKILLS:

 

Expert in: R language with 7 years of experience

Proficient with: Java, SQL, SAS, Excel VBA, Tableau, Python, HTML, MATLAB

Fluent in: English, Chinese, working knowledge of Japanese and Italian

  EXPERIENCE:

Graduate Assistant

Confidential, Charlotte, NC

Responsibilities:

  • Using advanced R knowledge to build and specify ARCH and GARCH models to calculate value at risk for SP500 financial stock 24h highs and lows.

Research Assistant

Confidential, Charlotte, NC

Responsibilities:

  • Built pricing model in R for assigning prices based on occupancy in San Francisco parking garages.
  • Used advanced R knowledge to build VARMA and spatial models with multiple seasonality periods.

Statistical Analyst

Confidential, Durham, NC

Responsibilities:

  • Developed and tested random forest model to optimally separate cancer patients from healthy ones. Improved predictive accuracy while minimizing false negatives/positives of the statistical model.
  • Used advanced knowledge of R and Excel VBA to help analyze mixed multiple Normal distributions and one heavy - tailed Weibull distribution to simulate cancerous data.
  • Successfully predicted cancer cell probabilities from OSCC, OLK and normal cell groups using OCRI2. Formulated results into research paper, collaborating with Beijing Stomatological Hospital.
  • Programmed user-friendly GUI website, based on model, for future clinics using RShiny package.

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