Education
Southern Methodist University Aug 2019 – May 2021
M.S. Applied Statistics and Data Analytics Dallas, TX
Courses: Statistics, Time Series Analysis, Machine Learning, Deep Learning, Statistical Consulting
University of California Santa Cruz Sept 2014 – June 2018
B.A. Mathematics Santa Cruz, CA
Courses: Generalized Linear Model, Abstract Algebra, Chaos Theory/Dynamical System, Ordinary Differential Equation, Graph Theory
Professional Experience
Data Analyst - RiCloud Corp San Jose, CA • July 2022 – Present
• Build data ETL pipelines using Python to extract data from large-scale and complex sources to enhance performance and efficiency using parallel processing.
• Assist marketing team and development team in deploying internal data and system monitoring website on Windows Server.
• Create data visualization dashboard and prepare stories using Tableau to generate business insights and leverage data to make strategic recommendations to the business marketing team.
Data Analyst Intern - RiCloud Corp San Jose, CA • Mar 2022 – June 2022
• Assisted in the development and implementation of data sheets and customer case studies for data center equipments suppliers.
• Assisted Data Center Operations Manager and gained hands-on knowledge for operation and maintenance of modern data centers.
Freelance Web Developer San Jose, CA • Sept 2021 – Dec 2021
• Designed website prototype including graphical user interface design and coding using Figma.
• Designed and implemented the front-end using HTML5, CSS3, JavaScript, React, and Ant Design UI Library.
Statistician Consultant Intern - CNM Dallas, TX • Aug 2020 – Dec 2020
• Communicated with CNM data analysts to determine goals, requirements, and deliverables for their large-scale questionnaire data.
• Improved client-facing survey design resulting in a 17% growth in the survey response rate.
• Assisted CNM data analysts with building an internal dashboard using SAS Visual Analytics to demonstrate results leading to a 20% reduction in time to infer insights from questionnaires design.
Data Analyst Intern – Avaya China, Cloud Business Department Shanghai, China • Oct 2018 – May 2019
• Wrote SQL queries to retrieve and manipulated data from multiple data sources and internal databases.
• Automated extracting, transforming, and loading of data resulting in a 25% reduction in latency.
• Created pivot tables and reported the desired results using VLOOKUP function.
• Assisted the business marketing team and leveraged A/B testing to scale the business and improved user engagement metric by 7%.
• Worked with Cloud Product Manager and gained hands-on knowledge of cloud server use cases in business intelligence.
Professional Skills
• Programming languages: Python, R, SQL, SAS, MATLAB
• Technical Tools Git, Tableau, Stata, LaTeX, Markdown, Microsoft Office (Excel)
• Web development: HTML, CSS, JavaScript, React, Vue.js, Bootstrap, Flask, Django
• Big Data & Machine Learning: Hadoop, Spark, TensorFlow, Keras, Python (scikit-learn, numpy, pandas, matplotlib, etc.)
• Databases: PostgreSQL, MySQL, SQLite
• Misc.: Statistics, Probability, A/B Testing, Figma, Salesforce
• Languages: English (fluent), Mandarin (native), Japanese (advanced), German (intermediate)