Ziyang Zhou · Personal Portfolio

Building practical software across machine learning, data, and product ideas.

I am a UBC statistics student exploring software engineering, machine learning, data analysis, and product-minded tools.

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Ziyang Zhou

Ziyang Zhou

Statistics student at the University of British Columbia

About

A personal portfolio for Ziyang Zhou — a builder exploring software, machine learning, data, and product ideas.

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I study Statistics at the University of British Columbia and build projects across software engineering, machine learning, and data analysis.

My work often starts from practical questions: how to analyze market behavior, how to turn raw data into product insight, and how to build tools that people can actually use.

Experience

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Education

BSc in Statistics

University of British Columbia

Sep 2023 - Jun 2027

  • Coursework includes software engineering principles, data analysis with R and Python, data structures and algorithms, machine learning, web development, NLP, Java application development, and stochastic processes.
  • CS GPA: 3.75 / 4.33.

Work

IPO Intern

Guotai Haitong Securities IPO Project Team

Jul 2025 - Aug 2025

  • Supported an IPO project for the Beijing Stock Exchange by assisting with industry research, financial data organization, and listing material analysis.
  • Used Excel and Python to analyze operating data, financial metrics, and comparable companies, improving data handling efficiency and accuracy.
  • Helped verify prospectus-related data and organize information disclosure materials for the listing process.

Featured Projects

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Personal SiteMay 2026 - Present

ZiyangZhou.me Personal Website

A bilingual personal website built with Next.js, TypeScript, Tailwind CSS, and Cloudflare Pages.

Next.jsTypeScriptTailwind CSSApp Router
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Sports AnalyticsMay 2026 - Present

Predicting F1 Pit Stops

An early-stage motorsport analytics project exploring how race context can inform pit stop timing.

PythonData AnalysisFeature EngineeringMachine Learning
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Application DevelopmentMay 2026

Sleep Tracking App

A Java application for recording sleep, setting goals, and reviewing habits over time.

JavaOOPData ModelingUser Stories
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Machine LearningMay 2026

Machine Learning Projects

A notebook collection covering NLP, topic modeling, embeddings, tuning, and applied ML practice.

PythonJupyter NotebookScikit-learnNLP
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Core Skills

Programming & CS

PythonTypeScriptJavaScriptJavaC++CROOPAlgorithmsData Structures

Data & Visualization

PandasNumPyAKSharePlotlyMatplotlibJupyter NotebookData AnalysisData CleaningEDA

Machine Learning

Scikit-learnRegressionClassificationRandom ForestIsolationForestK-MeansFeature EngineeringModel Evaluation

NLP & Computer Vision

NLPTF-IDFLDAGloVeTopic ModelingComputer VisionImage Classification

Web & Product

Next.jsReactTailwind CSSStreamlitApp RouterCloudflareData ModelingUser Stories

Financial Data

Intraday Tick AnalysisOrder FlowVWAPTechnical IndicatorsRisk DisclosureSports AnalyticsTradingView

Security & Systems

MultiprocessingCPU OptimizationCryptography ConceptsDebuggingmacOSGitGitHub

Writing

Notes on machine learning, software, data tools, and product thinking will live here soon.

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Coming Soon

Resume

View or download the Chinese resume. An English version can be added later without changing the page logic.

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Contact

I am open to software, data, machine learning, and product-oriented opportunities. The best way to reach me is email.

Contact Me

Email

zhouziyang0630@163.com

GitHub

View GitHub