Download Resume
下载简历

Summary

Skilled biostatistical programmer with 3 years of experience providing statistical analysis support and data manipulating for clinical projects in academic and industrial areas. With a master’s degree in biostatistics from Columbia University and solid skill of SAS and R software programming. Have experience in SDTM, ADaM, TFL production and validation, CRF annotation and specification updating in Clinical Phase I/II/III studies.

Education

Master of Science: Biostatistics

Columbia University, Mailman School of Public Health New York, NY, May 2019

  • Courses: Probability, Biostatistics methods, Statistical Inference, Data Science, Epidemiology, Survival Analysis, Analysis of Longitudinal, Design of Medical Experiment, Randomized Clinical Trial I, Randomized Clinical Trial II

  • GPA: 3.77

Bachelor of Science: Biological Science

Nanjing UniversityNanjing, China, Jun 2017

  • Courses: Calculus, Linear Algebra, Introduction to Bioinformatics, Proteomics, C Programming
  • GPA: 3.76

Working Experience

Programmer Analyst

PPD, part of Thermo Fisher Scientific, New Jersey, NJ Feb 2021 – Current

  • Produce and validate SDTM and ADaM datasets based on specification for Phase I/II/III Oncology studies
  • Produce and validate Tables, Figures and Listings (TFL) with SAS macro, including complicate shift tables and output formats for safety and efficacy analysis
  • Generate annotated Case Report Forms (CRF) based on study protocol and SDTM specification
  • Quality control of unblinded masked and scrambling datasets, and help with data delivery
  • Update SDTM/ADaM/TFL specification based on Study protocol and datasets
  • Generate SAS macro for repeated TLF outputs

Biostatistical Programmer

Brightech International, New Jersey, NJ Sep 2020 – Feb 2021

  • Generate and validate ADaM datasets and TFL based on standard operating procedures and specification in a timely manner
  • Perform statistics analysis such as chi-square test, t test, ANOVA, logistic regression, cox models and KM plots on clinical data in phase I/II/III according to statistical analysis plan with SAS software
  • Participant in SAS macro development and debugs, specification updates for Oncology and COVID studies

Biostatistics Data Analyst

Research Foundation for Mental Hygiene, New York, NY Jun 2019 - Sep 2020

  • Machine Learning methods and predictive models for behavior outcome prediction with longitudinal data
  • Participate in data analysis of stratified randomized clinical trial of schizophrenia
  • Built web-based risk calculator of conversion to psychosis
  • Collaborate with clinicians for mental health paper publication

Biostatistics Research Assistant

Columbia University/NYSPI, New York, NY Oct 2018 - May 2019

  • Conduct propensity score matching, survival analysis and logistics regression, including building cox survival models, plot survival functions and hazard curves with R, SAS SQL and SAS macro
  • Help with data cleaning and make a codebook for a large survey database with SAS, SPSS and Excel
  • Collaborate with biostatistician and medical researchers for clinical trial data analysis in heart failure and mental health

Research Biostatistician Intern

New York-Presbyterian Hospital, New York, NY May 2018 - Aug 2018

  • Explored clinical trial data of trauma among hospitals in New York by using surveys, generalized linear models, cross correlation analysis, longitudinal data analysis, ANOVA and mapping in R
  • Collaborated and consulted with surgeons and biostatisticians by contributing to the statistical design, analysis of clinical trials, and other study designs to execute trauma clinical research
  • Provided analytic support for clinical and regulatory reports and research papers

Publication

  • Brucato G, First MB, Dishy GA, Samuel SS, Xu Q, Wall MM, Small SA, Masucci MD, Lieberman JA, Girgis RR. Recency and intensification of positive symptoms enhance prediction of conversion to syndromal psychosis in clinical high-risk patients. Psychol Med. 2021 Jan;51(1):112-120. doi: 10.1017/S0033291719003040. Epub 2019 Oct 29. PMID: 31658912. https://pubmed.ncbi.nlm.nih.gov/31658912/

  • Budimirovic, D. B., Protic, D. D., Delahunty, C. M., Andrews, H. F., Choo, T.-H., Xu, Q., Berry-Kravis, E., Kaufmann, W. E., & for the FORWARD Consortium (2021). Sleep problems in fragile X syndrome: Cross-sectional analysis of a large clinic-based cohort. American Journal of Medical Genetics Part A, 1– 11. https://doi.org/10.1002/ajmg.a.62601

  • Height and Body Mass Index in Fragile X Syndrome: A Longitudinal Assessment. Obesity. DOI: 10.1002/oby.23368

  • Joseph A Gancayco, Weijia Fan, Qing Xu. (2019). Readmission after Mitral Valve Surgery for Functional Mitral Regurgitation: Detailed Insights into Heart Failure Recurrence and Healthcare Utilization.

Skill

  • R (R shiny and R markdown)
  • SAS (Base and Advanced Programmer Certifications, SAS macro and SAS SQL)
  • Tableau
  • SPSS
  • Excel
  • Chinese