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COSC 499 — UBC Capstone2025

Mining Digital Work Artifacts

AI-powered desktop app that mines developers' local work artifacts to generate portfolios and surface skill growth.

FastAPISQLAlchemySQLiteElectronReactViteGoogle Gemini ProPythonTypeScript
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Overview

COSC 499 capstone project built with a team of 6. A cross-platform (Windows/macOS) desktop app that parses Git history, codebases (Python/Java/C++), documents (PDF/DOCX), and media to extract metadata, LOC, functions/classes, and per-contributor metrics. Integrated Google Gemini Pro for long-context semantic code reviews covering architecture, complexity, and security — with consent gates and audit logs for privacy-first compliance.

Key Highlights

  • Team of 6 — led backend API design and Git parsing pipeline
  • Parses Git commits, Python/Java/C++ codebases, PDFs, and DOCX for metadata extraction
  • Google Gemini Pro integration for semantic code review (architecture, complexity, security, skill maturity)
  • Electron + React dashboard with skills timelines, activity heatmaps, and top-project showcases
  • One-page resume generator with PDF/HTML export
  • Privacy-first: explicit consent gates, audit logs, and secure deletion receipts

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