Yimeng Cai
Location
New York City, NY
Shanghai, People's Republic of China
Education
C
Columbia University in the City of New York
September 2023 - May 2025
degree
Master's
major
Biostatistics
U
University of California
Work Experience
M
Multiple Factors and Bioindicators of Type II Diabetes
Project Leader
October 2023 - December 2023
company
Multiple Factors and Bioindicators of Type II Diabetes
title
Project Leader
overview
- Performed EDA in R to uncover the correlations between diabetes prevalence and bmi, blood glucose and cholesterol levels
- Conducted statistical test and MLR to select Ξtted model to best predict the impacts of covariates on Diabetes
- Built website for Diabetes popularization and disease risk prediction according to bioindicator inputs
L
Lawrence Berkeley National Laboratory
Biostatistician Assistant
Berkeley, CA, US
September 2020 - October 2023
N
Novartis Pharma
Shanghai, CN
March 2021 - August 2021
N
Net Ease
Tech Company
Nanjing, CN
January 2021 - March 2021
C
Chinese PaciΞc Insurance Company
Business Analyst
Nanjing, CN
May 2020 - August 2020
Skills
A/B TestingAdvertising ManagementAlgorithmsBiologyBiomarkerBiostatisticsBlood SugarBudgeting SkillsBusiness StrategiesClinical WorksCluster AnalysisComputer ProgrammingCultural ActivitiesCustomer ServiceData AnalysisData CleansingData MiningData PipelinesData ScienceData StructuresData VisualizationEconomyEndocrinologyForecasting SkillsInnovationKnowledge of StatisticsLogistic RegressionLookup TableMachine LearningMedical LaboratoryMedical RecordsMicrosoft ExcelMicrosoft PowerPointMicrosoft SQL ServerMicrosoft Visual StudioMolecular and Cellular BiologyMySQLNumPyPandasPharmaceuticalsPower BIPublic HealthPython (Programming Language)Regression AnalysisRisk AnalysisSAS (Software)SQL DatabasesStatistical Hypothesis TestingTableau (Software)Time SeriesUser FeedbackVideo Game DevelopmentWeb Scraping