2+ years of experience in statistical analysis using Excel, R, SQL.
Resume:
Lumi Huang
Master’s Degree in Biostatistics. *+ years of experience in statistical analysis and data mining using Excel, R, Python, and SQL. Exceptional problem solving skills and strong ability to articulate and explain statistical concepts clearly and concisely. Extensive experience in data cleaning, data manipulation, and data visualization. Passionate about leveraging data to drive business decisions. EDUCATION
UCLA, Los Angeles, CA June 2019
Master of Science, Biostatistics, GPA 3.71
● Relevant Coursework: Methods in Biostatistics, Mathematical Statistics, Pattern Recognition and Machine Learning, Statistical Computing, Large-Scale Data Mining. UCLA, Los Angeles, CA December 2015
Bachelor of Science, Applied Mathematics, GPA 3.25 PROFESSIONAL EXPERIENCE
Glaukos,San Clemente, CA
Data Management Intern August 2019 - September 2019
● Saved hundreds of hours in data review process by creating reusable functions and codes in R.
● Prepared and organized eCRFs for clinical trials focused on transforming the treatment of glaucoma.
UCLA, Los Angeles, CA
Graduate Student Researcher (Biostatistician)January 2019 - June 2019
● Utilized R and SAS to build mixed effects logistic regression models for statistical analysis on clustered data.
● Cleaned and manipulated survey data. Examined and identified factors associated with HBV testing.
● Reported statistical findings to upper management to use in making organization decisions. Statistical Consultant April 2019 - June 2019
● Offered drop-in consulting on statistical issues arising in research to UCLA community.
● Provided assistance in the area such as experimental design, data management, model fitting, and data analysis. Prepared statistical reports for grant applications. Research Assistant (Developer)July 2016 - January 2017, November 2017 - December 2017
● Utilized MySQL and PHP to design and develop a user-friendly website. Connected clinical expertise, basic science, and big data for translational medical research. Provided a solution for growing needs for data analytics.
● Utilized Powerpoint to summarize and present weekly project status result in front of a group of 15. Prepared and organized stroke patients’ electronic healthcare data for medical research. Nike, Taipei, Taiwan
Summer Marketing Intern July 2014 - August 2014
● Designed and evaluated a marketing experiment at selected Nike stores in Taiwan. Analyzed sales data by Excel to observe user behavior and influence marketing team through presentation of data-based recommendations. Organized product presentation strategies. PROJECT EXPERIENCE
Nike’s Customer Behavior Analysis
Design and conducted a market research to discover whether customers have a preferred product presentation method. Utilized Excel to analyze and visualize the sales data. Social Network Analysis on Twitter Data using Python Performed regression and feature analysis methods on web data to predict future popularity of hashtags’ tweet activity and to identify important factors associated with it. Health Behavior Framework Variables Associated with Hepatitis B Testing among Koreans in LA using R and SAS
Built mixed effects logistic regression models to identify health beliefs and behavioral factors associated with Koreans’ willingness to receive HBV testing. Irvine, CA
**********@*****.***
WEBSITES
www.linkedin.com/in/lumihuang/
github.com/lumi-huang
SKILLS
● R
● Excel
● SQL
● Tableau
● Python
● SAS
● Git & Version Control
● Linux
● Spark & Hadoop
● Docker
● Powerpoint
● Chinese (Native)
● Communication
● Marketing
METHODS
● Machine Learning
● Probability/Statistics
● Hypothesis Testing
● Data Manipulation
● Data Visualization
● Data Cleaning
● Regression
● Classification
PACKAGES/FUNCTIONS
● Vlookup
● Pivot Table
● COUNTIF
● Tidyverse
● Shiny
● ggplot2
● NumPy
● Pandas
● Scikit-learn
● Matplotlib
● Seaborn
● Tensorflow
ADDITIONAL INFO
● Managing Big Data with
MySQL on Coursera
● SOA Exam P
● SOA Exam FM
● Leadership:
Organized California
Taiwanese Volleyball
Tournament for three years
Contact this candidate