Mercedes Rend
Educational Equity · Founder · Advisor · Builder

Mercedes
Rend

I build AI tools for educational equity: products that help first-gen and underserved students navigate college access with the kind of support that is usually reserved for families who can already afford it.

Why educational equity became my work

I navigated the college application process largely on my own — no private counselor, no family playbook, no one to tell me which APs to take in 9th grade or how to write an essay that sounded like me. I was a Minds Matter mentee, a Matriculate advisee, a QuestBridge Prep Scholar and Finalist. I found every program that existed for students like me, and I used all of them.

I'm originally from Queens, New York, and my perspective has also been shaped by living in Romania and Hawaii, and by constantly moving between different communities. That experience made one thing clear early: talent is everywhere, but access is not.

Those programs changed my trajectory. They got me to Johns Hopkins as a Hodson-Gilliam Scholar, into MIT MITES, into pre-college study at Columbia, and into dual-enrollment coursework through Stanford and UPenn — and ultimately to building a startup in college. But I also know how lucky I was to find them — and how many students with equal ability never do.

Now, as a Matriculate Advising Fellow, I sit across from those students every week. STRIDE is my attempt to scale what one advisor can do — to make personalized, persistent college guidance available to every student, everywhere, for free.

I'm especially drawn to work at the intersection of educational equity, technology, and new opportunity — the kind of work that lets me keep learning, keep building, and keep opening doors for other students.

Currently building
STRIDE — AI college navigation for first-gen and underserved high school students
Education
Johns Hopkins University, B.S. Biomedical Engineering · Class of 2028 · Hodson-Gilliam Scholar
Lived experience
First-gen student. Minds Matter mentee. Matriculate advisee turned advisor. QuestBridge Prep Scholar & Finalist. MIT MITES Scholar.
Domains
AI/ML · Biomedical Engineering · Educational Equity · Product Design · Market Strategy
Educational Equity

The focus that ties the work together

College access
I build for students who do not have private counselors, family playbooks, or inherited access to the rules of the system.
Core mission
First-gen design
The product lens starts with lived experience: what would have made the process clearer, earlier, and more humane for students like me?
Lived experience
Sustained support
Students do not just need one essay review. They need guidance that stays with them across deadlines, decisions, and self-doubt.
Built into STRIDE
Scale with care
AI should widen access without flattening students into templates. The goal is more personalization, not less.
Equity by design

What I'm building for students

Every project here is tied to the same question: how do we make guidance, learning, and opportunity more accessible for students who have the least margin for error?

Matriculate Advising

Students I've advised

One-on-one college advising for high-achieving, low-income students over 18 months. These outcomes are what STRIDE is built to scale.

Cornell University
Undergraduate admission
Columbia University
Full four-year scholarship
QuestBridge Match
Boston College
Undergraduate admission
MIT MITES Semester
Highly selective STEM summer program — under 10% acceptance
×2 Selected
QuestBridge Prep Scholar
National recognition for high-achieving, low-income students
×2 Selected
7+
life-changing outcomes from sustained, personalized advising

Work that informs the mission

Feb 2026 – Present
Baltimore, MD
Founder & ML Builder

Designing and building an AI college navigation platform from scratch — full-stack architecture, LLM integration, resume analysis agents, essay feedback pipelines, and grade-specific roadmap generation. Live and deployed.

Dec 2024 – Present
Remote
Advising Fellow
Matriculate

One-on-one advisor to high-achieving, low-income high school students over 18 months. Cohort outcomes include Cornell, Columbia (QuestBridge Match), Boston College, 2× MIT MITES, and 2× QuestBridge Prep Scholar.

Apr 2026 – Present
Baltimore, MD · Remote
Administrative Coordinator
JHU School of Nursing

High-level administrative support to a Principal Investigator across multiple research studies — calendar management, meeting coordination, records organization, and cross-functional collaboration using OneDrive, SharePoint, and Microsoft Office.

Mar 2026 – Present
Baltimore, MD
Outreach, Equity Lead & UI/UX

Core team member shaping outreach strategy, equity-focused design, and UI/UX for a JHU-founded AI tutoring startup. Backed by NVIDIA Inception, Google Cloud, and Canvas LMS. Supporting $190K+ fundraising history; 50+ students on platform with classroom pilot launching fall 2026.

Apr 2025 – Present
Baltimore, MD
Whiting School of Engineering Senator
JHU Student Government Association

Elected representative for the Whiting School of Engineering, advocating for engineering students in university-wide governance.

Jun – Jul 2025
Cape Town, South Africa
Project Manager

Five weeks embedded in Cape Town leading market-entry strategy for UVU Bio's for-profit R&D division, targeting R10M (~$550K) in first-year revenue. Analyzed South Africa's $28B R&D sector across 20+ competitors. Recommendations implemented at the Rwanda Bioeconomy Hub. Featured in UVU Bio's published case study.

Jan 2025 – Present
Baltimore, MD
Research Assistant
Durr Lab of Computational Biophotonics, JHU

Applying focusing techniques and optimization methods to locate capillaries in nailfold to test for hemoglobin levels — contributing to non-invasive diagnostics research in computational biophotonics.

Sep 2025 – Mar 2026
Baltimore, MD
Research Assistant
Doloff Lab for Immunoengineering, JHU

Coordinated experimental workflows across immunoengineering assays, maintaining data integrity across quantitative imaging and assay results to support evidence-based decision-making.

Sep 2021 – Present
New York, NY
Mentee
Minds Matter NYC

Multi-year participant in Minds Matter's college-bound program connecting driven, low-income students with mentors, internships, and college preparation resources throughout high school and university.

Honors & Recognition

Scholarships & awards

Hodson-Gilliam Scholar
Johns Hopkins University · 2024
Awarded to twenty exceptional first-year students on the basis of leadership, academic, and personal achievement.
Ed Equity Lab Honor Society Scholar
University of Pennsylvania · 2024
Top 20% nationally in Wharton's Essentials of Personal Finance. Selected from thousands of students across the country.
QuestBridge Prep Scholar
QuestBridge
National recognition for high-achieving, low-income students demonstrating exceptional academic potential.
QuestBridge Finalist
QuestBridge
Selected as a QuestBridge College Match Finalist — one of the most competitive college access programs in the country.
Stanford Education Equity Scholar
Stanford University
Selected for Stanford's Bioengineering education equity program in partnership with Ed Equity Lab.
Young Leader Summit Scholar
Young Leader Summit
Recognized for leadership potential and commitment to community impact.

How I build access-focused products

Technical fluency matters, but so does judgment. I use engineering, product, and design tools together to make systems that are actually usable for students navigating high-stakes decisions.

Languages
PythonJavaScriptMATLABJavaSQL
Frameworks & Tools
ReactNode.jsREST APIsLLM APIsGitImageJ/Fiji
Product & Design
UI/UXAI System DesignProduct RoadmappingAgile

Let's talk

I'm especially interested in conversations about educational equity, college access, and how AI can extend support to students who are too often expected to figure everything out alone.