Mentorship from active researchers, real projects with publishable outcomes, and a supportive community to build your research profile.
Published Papers
Active Researchers
Funded Projects

From student to published researcher in 4 phases
Find mentors and research areas aligned with your interests
Take our screening exam to identify your research readiness
Get paired with a mentor and join an active research team
Work on real problems, contribute to publications
Live metrics of our collective progress
Papers Published
28
+12% this quarter
Active Researchers
156
+24% this quarter
Funded Projects
18
+8% this quarter
Patent Applications
7
+3 this quarter
Explore our ongoing research initiatives in AI, NLP, and systems design
Active researchers with proven track records. See their publications and projects.
28 papers published in top venues. See citations, code, and preprints.
Explore all our research on arXiv
View on arXivReal outcomes from mentees. Published papers, PhD admissions, startups, industry roles.
Research Scientist @ Meta AI
3 papers published, now leads team of 5
Started as a mentee working on NLP systems. Published 3 papers, got internship offer, now leading research.
PhD Student, Stanford (Full Scholarship)
4 co-authored publications, patent pending
Worked on knowledge graphs. Publications strengthened PhD applications. Now building systems at scale.
Co-founders, ML Systems Startup
2 papers, $500K seed funding
Met through PQRS, co-authored optimization paper, bootstrapped MVP, raised seed funding.
What will your research journey look like?
Start Screening Exam