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11gg-cpu/README.md

Theo Ye portfolio banner

University of Manchester Mathematics and StatisticsTarget roles

AI Resume Optimizer · Game Analytics · Content Trends · AI PM Toolkit

Email Theo YeView all projects

Profile

I am Theo Ye, a Mathematics & Statistics student at the University of Manchester, building a portfolio around data analytics, AI product thinking, and practical AI-assisted workflows.

I like turning unclear questions into structured metrics, small prototypes, dashboards, and product documents that a real user or team could act on.

For Recruiters

If you are hiring for...Start here
Data analyst internExcel Business Analytics Practice, UK Produce Market Price Analytics
AI product / AI PM internAI Product Manager Toolkit, AI Resume Optimizer
AI operations / workflow rolesPersonal AI Workflow Portfolio, Content Trend Analyzer
Product analytics / consumer appsGame Spending & User Behavior Analytics, Content Trend Analyzer

Portfolio Snapshot

SignalWhat it shows
Quantitative foundationStatistics, time-series analysis, ODE simulation, correlation analysis
Data analytics executionPython, SQL, Excel, Power BI thinking, KPI design, dashboard storytelling
AI product directionPRD templates, competitor analysis, MVP planning, prompt workflow design
Product analyticsGaming user behavior, retention, monetization, content engagement
AI workflowChatGPT, Claude, Gemini, Cursor, Codex, and Canva used with human validation

Featured Projects

AI Resume OptimizerGame Spending Analytics

Content Trend AnalyzerAI Product Manager Toolkit

Excel Business Analytics PracticePersonal AI Workflow Portfolio

What I Bring

Data question -> metric design -> analysis workflow -> insight -> product or business recommendation
  • I use statistics to make analysis more disciplined.
  • I use AI tools to move faster, but keep human review in the loop.
  • I think about products through user problems, feedback loops, and measurable outcomes.
  • I document projects so recruiters can understand the value quickly.

Portfolio Maintenance

Stack

PythonSQLExcelPower BIRGitHubChatGPTCanva

GitHub Activity

GitHub statsTop languages

Contact

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  1. ai-product-manager-toolkitai-product-manager-toolkitPublic

    AI product manager toolkit for PRD writing, competitor analysis, personas, MVP planning, and prompt workflows.

  2. ai-resume-optimizerai-resume-optimizerPublic

    AI-assisted resume optimization workflow for JD analysis, ATS keywords, and STAR bullet rewriting.

    Python

  3. content-trend-analyzercontent-trend-analyzerPublic

    TikTok and YouTube content trend analysis framework with tagging and engagement metrics.

    Python

  4. excel-business-analytics-practiceexcel-business-analytics-practicePublic

    Excel business analytics practice with cleaning, pivot tables, dashboards, and business recommendations.

  5. game-spending-user-behavior-analyticsgame-spending-user-behavior-analyticsPublic

    Gaming product analytics case study for user behavior, spending motivation, and retention thinking.

  6. personal-ai-workflow-portfoliopersonal-ai-workflow-portfolioPublic

    Personal AI workflow portfolio covering ChatGPT, Claude, Gemini, Cursor, Codex, and Canva use cases.