Ziyuan Huang

Davis,CA

Summary

Applied Mathematics student at UC Davis with experience in data analysis and AI-related projects. Skilled in Python, R, and data-driven problem solving. Interested in data analysis and analytics roles, with a focus on applying quantitative methods to real-world problems.

Overview

year of professional experience

Work History

Product & Research Contributor

Cosine Technology Co., Ltd.

Beijing

06.2025 - 08.2025

Conducted data-driven competitive analysis of 10+ AI education platforms to identify market opportunities.
Analyzed product features and user workflows to support strategy decisions.
Designed AI tutoring workflows integrating OCR and guided prompts to improve user engagement.
Built structured comparison datasets to evaluate key product metrics and functionalities.
Synthesized insights into reports and presentations for internal discussions.
Collaborated with team members to refine product positioning and feature design.

Marketing Intern

QI-ANXIN TECHNOLOGY GROUP INC.

Beijing

06.2024 - 08.2024

Analyzed market trends and user needs to support campaign strategies.
Organized and coordinated team tasks to improve workflow efficiency.
Collected and summarized data from campaigns to evaluate performance.
Collaborated with cross-functional teams to support project execution.

Education

Bachelor of Science - Applied Mathematics

University of California, Davis

Davis, CA

07-2027

Skills

Programming: Python, MATLAB, R
Mathematics: Probability, Linear Algebra, Real Analysis, Group Theory

Data Analysis: Data cleaning, visualization (Matplotlib), basic statistical analysis
Tools: Word, PowerPoint, Google Sheets, Airtable

Project

YouTube Trending Data Analysis (Python)

Analyzed a real-world YouTube trending dataset (~10,000+ records) using Python
Cleaned and preprocessed data by handling missing values and formatting inconsistencies
Explored relationships between views, likes, and video categories through data visualization
Identified trends in popular content categories and factors influencing video engagement
Generated visual insights (e.g., distribution plots, category comparisons) to support findings

MATLAB Game Project

Developed a MATLAB-based interactive game, applying programming logic and algorithmic thinking
Implemented core game logic and user input handling.
Designed and tested game features to improve functionality and user experience.
Debugged and optimized code to ensure smooth execution.

Special Topic Project（Upcoming）

Knot Theory, General Relativity, and Fuzzy Sets.

Interest

Football, Basketball, Piano(self-taught), Street Dance(self-taught), Drawing

Timeline