Yanwen Zhong
Columbus,OH
Summary
- Data Analysis and Modeling: Proficient in R for data analysis, statistical modeling, and visualization. Conducted A/B tests, increasing conversion rates by 15%.
- Data Manipulation and Visualization: Expert in ggplot2 and dplyr for data manipulation and visualization. Developed interactive dashboards for improved data accessibility.
- Data Communication: Proficient in R Markdown for creating reports and visualizations, enhancing project presentations and stakeholder communication.
- Data Management: Skilled in data frame operations, extraction, and database integration, reducing data retrieval times by 20%.
- Statistical Programming: Proficient in R for data preprocessing and cleansing, improving data quality by 30%.
- Machine Learning: Familiar with advanced R packages for specialized statistical tasks and achieved an 85% accuracy rate using machine learning models.
Overview
2
2
years of professional experience
Work History
Intern
Shaoxing Smart City Group Co., Ltd.
05.2020 - 08.2020
- Analyzed problems and worked with teams to develop solutions.
- Sorted and organized files, spreadsheets, and reports.
- Led the "Wisdom + Baidu" Baidu Apollo (Shaoxing) project within our industrial park, successfully managing a complex project with tight timelines.
- Demonstrated strong self-directed learning and research skills, leading the development of a data application platform that boosted data utilization efficiency by 25%.
- Engineered a privacy-secure data application platform, enabling AI companies to use data safely and efficiently, including data from roadside subsystems for sign identification.
- Pioneered the introduction of autonomous driving technology to Shaoxing in August 2020, contributing to a 20% reduction in operational costs and advancing our digital transformation efforts.
Project
Ohio State University
04.2021 - 02.2022
- Coordinated project planning and execution with team members and team leads.
- Communicated effectively with team members to deliver updates on project milestones and deadlines.
- Documented user stories, specifications, and product features into detailed work order to communicate across teams and build mandatory requirements.
- Developed product documentation to communicate upcoming features and products to internal teams.
- Conducted in-depth web server analysis, highlighting our server's advantages as detailed in the article's results.
- Extracted and analyzed data from databases, performing Cox regression survival analyses on genes within each protein using R. Calculated key statistical metrics, facilitating cross-protein gene survival assessments.
- Proficiently utilized 'browser()' for debugging an R Shiny web server, implementing user-selectable cutoffs for image transformation optimization.
Education
Bachelor of Science - Statistics
Ohio State University
Columbus, OH05.2023
Skills
- Language: R, SQL, SAS
Timeline
Project
Ohio State University
04.2021 - 02.2022
Intern
Shaoxing Smart City Group Co., Ltd.
05.2020 - 08.2020
Bachelor of Science - Statistics
Ohio State University
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