Summary
Work History
Education
Skills
Timeline
Generic

Jiahao Liu Liu

Data Scientist
Brookline,MA

Summary

Motivated data science undergraduate seeking a summer internship to apply strong skills in statistical analysis, data visualization, and programming. Completed independent and team-based projects using Python, Rust, SQL, and survey design, including correlation studies and hypothesis testing on real-world data. Eager to contribute to data-driven decision-making and gain hands-on experience in a professional setting.

Work History

Social Life & Academic Workload Analysis

Boston University – Statistics Course Project
09.2024 - 12.2024


  • Performed statistical hypothesis tests (T-tests, ANOVA, Pearson correlation) to examine differences across majors and class years
  • Identified a significant negative correlation between social hours and homework hours (p = 0.0001), and between homework and sleep (p = 0.02)
  • Used boxplots and scatter plots to visualize trends in academic workload and student behavior across STEM and non-STEM fields
  • Collaborated in a team of 6, contributing to survey creation, data analysis, and final LaTeX report writing using RevTeX format

Game Market Insight With Rust

Boston University CDS Project
09.2024 - 12.2024


  • Cleaned and merged 195,000+ game records from multiple CSVs using Python, ensuring data quality for statistical analysis
  • Built custom functions in Rust to compute Pearson correlations and analyze categorical variables (developers, genres, platforms)
  • Discovered strong correlation between reviews and sales (r = 0.92), and visualized trends using the plotters crate
  • Identified top-performing game genres and developers by average plays through grouped statistical analysis
  • Produced actionable insights on game market structure and consumer behavior based on data-driven evidence

Education

Bachelor of Science - Data Science

Boston University
Boston, MA
04.2001 -

Skills

Data analysis

Timeline

Social Life & Academic Workload Analysis

Boston University – Statistics Course Project
09.2024 - 12.2024

Game Market Insight With Rust

Boston University CDS Project
09.2024 - 12.2024

Bachelor of Science - Data Science

Boston University
04.2001 -

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