ResFit automatically organizes your research, syncs your publications, and assigns AI Fit Scores to every opportunity it finds for you. Your profile works harder whether you are applying to academia or making the move to industry.
Whether you are applying to your first PhD program or hiring the next generation of researchers, ResFit adapts to exactly where you are.
ResFit's AI works in the background so your profile always looks like it took hours to build, even when it took minutes.
Connect Google Scholar, ORCID, or Semantic Scholar once and your citations update in real time without any manual effort on your end.
Upload a raw thesis or draft and ResFit returns a sharp title with a concise three-line abstract in about eight seconds.
Every opportunity gets an AI match score so you know exactly where you stand before you spend time on an application.
Recruiters drop CVs alongside a job description and ResFit ranks every candidate within seconds so no one wastes hours on manual review.
Post roles, track applicants, shortlist and reject candidates, and view pipeline analytics all from one place.
Your AI coach surfaces exactly what to fix, from linking your GitHub to rewriting an abstract that is too technical for industry hiring managers to connect with.
Three steps to turn your academic work into a living portfolio that actively recruits on your behalf.
Link Google Scholar, ORCID, GitHub, or your university profile. ResFit pulls your publications, projects, and citations automatically and keeps everything current without any manual effort from you.
Our AI auto-titles your projects, writes accessible summaries, identifies your strongest skills, and flags gaps in your profile. It then suggests how to fix each one with a clear picture of the impact that fix will have.
Your live profile is discoverable by verified recruiters and institutions around the world. Get notified of high-fit opportunities before they appear anywhere else, matched by AI and delivered to you first.
Explore the Scholar profile view, Recruiter dashboard, and the AI CV matching engine — all live.
| RANK | CANDIDATE | FIT SCORE | KEY STRENGTH |
|---|---|---|---|
| #1 | Sara Chen | 96% | 4 papers, PyTorch expert |
| #2 | Riya Patel | 89% | Strong NLP + reasoning |
| #3 | Marcus K. | 74% | Patents, less academia |
| #4 | James Liu | 61% | Robotics focus, ML gap |
Join 12,000+ scholars and researchers who've turned their academic work into real-world opportunities with ResFit.