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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 — the steps of the release product.

  1. Tell us your background

    Major, year, interests, skills — or import them from your résumé or GitHub in one click.

  2. Get ranked, honest matches

    Thousands of live opportunities scored against your profile, with international-student eligibility called out.

  3. Draft a grounded cold email

    A personalized draft citing the professor’s actual research, with tone controls, refine chat, and mistakes to avoid.

  4. Track every outreach and application

    A board of everyone you’ve contacted and everything you’ve applied to — statuses, notes, and reminders so no reply falls through.

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

Guoyi (Eric) Xu

University of Illinois Urbana-Champaign

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.