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Connecting Students
with Opportunities

An evidence-based tool that helps students discover research and internships that match their background.

How JoinALab works

From profile to confirmed application tracking — a tour of the release product. It plays on its own; click any step to explore.

Tell us your backgroundGet ranked, honest matchesDraft a grounded cold emailTrack every application

Built with

Next.js 16Tailwind CSSFastAPIPython 3.11SupabaseVercelGitHub Actionsscikit-learn

Privacy

Your PDF résumé is parsed in your browser with pdf.js and never uploaded — but the text it extracts is saved with your profile (and in its version history) so matching can use it. No ads, no data selling; product analytics are anonymous. See the privacy policy for what is stored and how to have it deleted.

Behind JoinALab

Photo coming soon

Guoyi (Eric) Xu

UIUC Electrical & Computer Engineering

An independent student project — built and maintained in the open. Questions, bugs, or schools you want added? Reach out anytime.

Contributors

  • EEmilyMulti-school data & infrastructure

Independent student project. Not affiliated with any listed university. Opportunity data is aggregated from public sources.