RIQE
A 501(c)(3) nonprofit research cohort where undergraduates learn quantitative finance, mathematics, and computation by building serious work from current literature.
The Rindler Institute of Quantitative Education (RIQE) is a selective 501(c)(3) nonprofit. We help students learn quantitative finance and applied math by doing research, not just completing coursework.
We operate as a small research cohort that reads current literature on quantitative market research, reproduces useful methods, and tests ideas through careful data work and paper-traded portfolios.
As a 501(c)(3) nonprofit, RIQE directs support toward practical learning conditions: data access, compute, research materials, and student support.
Our goal is to make rigorous quantitative research feel less gated and more teachable for students willing to do careful work.
Contact About SupportRIQE is designed to feel like a focused research group: students read, question, implement, and present work together.
Research Practice
Read current papers, translate ideas into code, clean data, and test strategies in a realistic research environment.
Scholarship Support
We provide financial aid consideration to remove barriers for driven students.
Portfolio Building
Create code repositories, research notes, and presentations that show how you think through market questions.
Mentorship
Collaborate with peers and guest speakers while shaping projects around the cohort's strongest research questions.
Student Support & Research Infrastructure
We aim to remove financial barriers while giving students access to the materials needed for serious quantitative research.
Rindler Scholar Awards
Merit-based stipends awarded to participants in recognition of exceptional performance on RIQE projects, research, and presentations.
Data & Compute
Funding to cover access to premium data sets, compute credits, papers, or specialized tools needed for quantitative market research.
Research Presentation Support
Support for students presenting their work at meetups, competitions, or academic events aligned with our mission.
Research Cohort Model
RIQE is not a rigid course sequence. Each cohort works from current literature in quantitative market research and builds a shared research agenda around promising questions.
Literature-Driven Starts
We begin from papers, working notes, and market research topics the cohort can implement. Students build the vocabulary and tools needed for the questions in front of them.
Implementation & Testing
Students reproduce and adapt methods, prototype paper-traded strategies, and evaluate backtests critically instead of treating models as black boxes.
Research Output
Cohort work moves toward written notes, code, presentations, and project artifacts that explain the question, method, data, and limitations.
Working Rhythm
- Before the cohort: Optional math, coding, and market microstructure refreshers are shared as needed.
- During the cohort: Members meet regularly for paper discussion, implementation reviews, and research direction.
- Final phase: Projects are refined into presentations, reports, or repository-ready research artifacts.