Impact
Outcomes, not optics.
We built an impact-tracking database from day one — because representation work without measurement is decoration.
123
Students matched to tutoring, REUs, internships, scholarships & competitions
5
National LGBTQ+ STEM partner organizations
100%
Of placements logged in our impact-tracking database
1
LGBTQ+ Math Olympiad in development
What we track
The data behind the pipeline.
Our impact database captures placements, mentor pairings, scholarship awards, competition results, and longitudinal academic outcomes — so we can prove what works and reinvest in it.
Placements
Tutoring, REUs, internships, scholarships, competitions
Mentorship
Pair longevity, satisfaction, career touchpoints
Identity
Self-reported demographics with privacy-first design
Trajectory
Course completion, graduate admissions, careers
Inside the 123
Every placement, accounted for.
- 41REU placements
- 34Tutoring matches
- 19Scholarships awarded
- 16Internships
- 13Competition entries
Voices from the pipeline
It was the first time I'd ever been in a math space where I didn't have to code-switch as a queer student. That changed how I show up to every problem.
Amara O.
REU placement, Duke '24 · Number theory
My mentor was the first out trans mathematician I'd ever met. Six months later I was applying to PhD programs I'd convinced myself weren't for me.
Lin H.
Mentor match · Applying to PhD programs Fall '25
Turing matched me with a tutor who actually understood why I'd been afraid to ask questions. My Putnam score doubled.
Mateo R.
Tutoring + Putnam prep · UT Austin '26
Being LGBTQ+ in advanced math can feel isolating. This network reminded me I'm not the only one — and that the field is bigger than the rooms I'd been stuck in.
Sage K.
Knowles Scholarship recipient · Reed College '25
Want to fund the next 123 placements?
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