Stanford University · AI · Economics · Healthcare · Venture

Weston Benner

Stanford undergraduate building at the intersection of AI, markets, medicine, and public impact.

I’m interested in using technology, analysis, and operational systems to solve problems in healthcare, emergency response, finance, and human-centered AI.

About

I’m a student at Stanford exploring the places where technology meets real-world consequence—healthcare delivery, emergency response, financial systems, and the organizations that hold them together. My work sits at the intersection of AI, economics, and operations, and I spend most of my time thinking about how intelligent systems can make complex decisions clearer and more actionable.

Before arriving at Stanford, I built a foundation across journalism, EMT training, and biomedical inquiry. Those experiences taught me that the hardest problems are rarely technical alone; they involve communication, judgment under pressure, and deep respect for the people a system is meant to serve. Whether I’m modeling an EMS dispatch workflow, writing an investment thesis, or designing an AI tool for a nonprofit, I try to stay close to the human layer.

I’m especially drawn to problems that sit between disciplines—where venture thinking meets clinical reality, where market structure meets policy, and where software meets the messy, high-stakes environments it needs to operate in. I’m building toward work that is analytical, entrepreneurial, and grounded in impact.

Focus Areas

Recurring themes across my work — each informed by a different combination of experiences.

AI & Technical Systems

Building data-driven and AI-enabled systems that translate complex inputs into usable decisions.

Connected work

AbilityPath AI receptionistEMS Operations Dashboard in Palantir FoundryConvexityQuERYTensorFlow / Python / SQL / C / Java

Healthcare & Emergency Medicine

Exploring how better systems can improve care delivery, emergency response, and healthcare coordination.

Connected work

Santa Clara County EMTHouston Methodist Caring Teens AmbassadorMD Anderson Research AssistantEMS Operations DashboardHealthcare venture thesis on prehospital modernization

Venture, Markets & Finance

Studying how capital, risk, and markets shape which ideas scale — especially in healthcare and technical infrastructure.

Connected work

J.P. Morgan CIB Risk ManagementBank of America Investment InternSENSA VCBASESBayMed Ventures healthcare investment thesisConvexity

Public Impact & Disability Advocacy

Working on systems and communities that expand access, dignity, and support for people with disabilities and underserved families.

Connected work

Best Buddies Texas Student Advisory Board / Texas AmbassadorAbilityPath AI receptionistTransform TutoringNonprofit investment analysis at Bank of America

Communication & Leadership

Using writing, storytelling, and team leadership to make complex issues understandable and actionable.

Connected work

Three Penny Press editorTED Speaker: "Students in Generation AI"National German Honor Society presidentQuizbowl vice presidentGeography Club founderCardinal Crew leader

Connected Work

My experiences aren't isolated — they connect across recurring themes.

AI Systems

Data-driven and AI-enabled systems that translate complex inputs into usable decisions.

AbilityPath AIEMS DashboardTED SpeakerQuERYConvexity

Healthcare

Improving care delivery, clinical operations, and health system coordination.

AbilityPath AIEMS DashboardSanta Clara EMTHouston MethodistMD AndersonBayMed Ventures

Emergency Medicine

Prehospital care, rapid triage, and emergency response systems.

EMS DashboardSanta Clara EMTBayMed Ventures

Venture & Markets

Capital allocation, risk analysis, and scaling ideas in healthcare and technology.

BayMed VenturesSENSA VCBASESJ.P. Morgan CIBBank of AmericaConvexity

Public Impact

Expanding access, dignity, and support for underserved communities.

AbilityPath AISENSA VCBank of AmericaBest BuddiesTransform Tutoring

Communication

Using writing, storytelling, and public speaking to make complex issues actionable.

Best BuddiesThree Penny PressTED Speaker

Featured Projects

Selected work across healthcare, AI, venture, and public impact.

AbilityPath AI Receptionist

An AI-powered intake and routing system helping families navigate disability services through structured voice/text data capture, program matching, CRM integration, and follow-up workflows.

Voice AILLMsDisability ServicesTwilioRetell AIElevenLabsNonprofit
Learn more

EMS Operations Dashboard

A Palantir Foundry dashboard modeling dispatch, patient status, hospital capacity, and rerouting decisions to explore the future of prehospital coordination.

Palantir FoundryEMSHealthcare OperationsData SystemsDecision Support
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Healthcare Venture Thesis

An investment thesis focused on prehospital modernization, AI-first documentation, EMS-hospital integration, and infrastructure for proactive emergency response.

Healthcare VCEMSMarket ResearchAI Infrastructure
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Convexity

A market competition platform using live stock and crypto APIs to score user decisions and create a more dynamic way to learn markets.

MarketsAPIsProductCompetition PlatformFinance
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QuERY Quantum Optimization

Python-based research modeling quantum optimization and probabilistic search pathways, developed through collaboration with MIT and Harvard engineering labs.

PythonAlgorithmsQuantum OptimizationResearch
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Key Experiences

Grouped by narrative — not chronology.

Technical Building

AbilityPath AI Receptionist

Project Lead

Built a conversational AI intake and routing system for families seeking disability services, using LLM-based extraction, structured data capture, backend CRM integration, and SMS/consent workflows.

EMS Operations Dashboard

Builder

Created a Palantir Foundry operations system integrating dispatch, hospital, and patient data to model emergency response and rerouting decisions.

Convexity

Founder

Created a competition platform integrating continuous market APIs across stocks and crypto to score user decision-making.

Healthcare & Research

Santa Clara County

Emergency Medical Technician

Delivered nationally licensed emergency care and rapid triage for a large student population.

MD Anderson

Research Assistant

Studied JAK/STAT pathway biology in resistant cutaneous T-cell lymphomas and presented research to senior researchers.

Houston Methodist

Caring Teens Ambassador

Supported hospital operations and patient care in clinical settings.

Venture & Finance

J.P. Morgan Commercial/Investment Banking

Incoming Summer Analyst

Incoming role focused on financial risk, markets, and institutional decision-making.

Bank of America

Investment Intern

Conducted fundamental analysis of mission-related nonprofits for philanthropic investment.

SENSA VC / BayMed Ventures

Healthcare Investment Research

Built healthcare investment thesis work around emergency medicine and prehospital care.

BASES

Member

Participated in Stanford's entrepreneurship ecosystem through venture creation, mentorship, and market validation.

Public Impact & Communication

Best Buddies

Texas Student Advisory Board / Texas Ambassador

Represented thousands of disabled students and helped lead advocacy, inclusion, and fundraising efforts.

Transform Tutoring

Educational Consultant

Tutored students with Down syndrome, autism, ADHD, and dyslexia.

Three Penny Press

Editor

Led and contributed to award-winning student journalism.

TED Speaker

"Students in Generation AI"

Spoke publicly on students and generative AI.

Awards & Recognition

Academic
  • Stanford University Scholarship Recipient

  • 4.0 / 4.0 GPA at Stanford

  • IB Diploma Recipient

    43/45

  • National Merit Finalist

  • National German Exam Gold Medal

  • International History Olympiad Qualifier

Technical
  • AP Computer Science Exam — Perfect Score

    Top 0.15% nationwide

  • Tech for Good Hackathon — Most Innovative Solution

    Youngest winner among 130+ industry software engineers

  • QuERY Research Presentations

    MIT and Harvard Engineering

Leadership & Public Impact
  • Bank of America Student Leader

  • Stanford Abundance Fellow

    Inaugural class

  • Best Buddies Champion of the Year Gala

    Student leadership, $124,000 raised

  • Texas Student Advisory Board / Texas Ambassador

    Best Buddies

Communication
  • TED Speaker — "Students in Generation AI"

  • Three Penny Press Senior Editor

  • Individual Journalism Recognition

    4th in Texas for Design and Features

  • Three Penny Press Rankings

    Top 10 in Texas, Top 75 nationwide

Areas I'm Exploring

Topics and fields I actively think about and build toward.

AI Systems for Healthcare

Building intelligent tools that improve clinical workflows, diagnostics, and care delivery.

EMS Modernization

Rethinking emergency medical services with real-time data, better dispatch, and system integration.

Venture Capital & Company-Building

Understanding how capital, timing, and conviction intersect to create lasting companies.

Financial Risk & Markets

Analyzing systemic risk, market structure, and institutional decision-making.

Human-Centered AI

Designing AI that augments human judgment rather than replacing it.

Public-Interest Communication

Using clear writing and storytelling to inform, persuade, and build trust.

Biomedical Engineering

Exploring the intersection of engineering principles and biological systems.

Operational Decision-Making

Building frameworks that help organizations act faster and more clearly under uncertainty.

Writing & Thinking

Notes on healthcare systems, AI infrastructure, markets, risk, and public impact.

The Future of Prehospital Care

Coming soon

AI as Operational Infrastructure

Coming soon

Risk, Resilience, and the Fortress Balance Sheet

Coming soon

Technology, Medicine, and Human Judgment

Coming soon

Why Emergency Response Is an Information Problem

Drafting

Building for Families, Not Just Users

Drafting

Get in Touch

I’m always interested in thoughtful conversations around AI, healthcare, venture, markets, and public-impact technology.