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San Francisco, CA / Founder · Builder · Researcher

Learning,by design.

I build tools that sit between machine learning, the classroom, the written word

My work spans human-engineered, AI-assisted learning models and tools, language research at Stanford CESTA, and responsible AI use in education. The common thread: helping people learn more effectively through better notes, clearer explanations, and deeper understanding.

Build

A learning model for better notes

NoteCoach.ai

Research

New style. Same meaning?

Stanford CESTA

Shape

Student AI policymaking

UHS AI Task Force

012023 – Present

Founder & Developer

NoteCoach.ai

AI Learning Startup

5,000+ active users

"What if your notes could tell you what they were missing before the test did?"

  • Founded and built NoteCoach.ai from learning model to live platform
  • 10K visitors · 300% monthly growth
  • Trademarked · Patent pending
02June 2026 – Present

Researcher

Full-time summer 2026 · Ongoing research

Style in the Age of AI

Stanford University

Stanford University, Center for Spatial and Textual Analysis (CESTA)

"Can a model make a physics paper read like art history while keeping every claim intact?"

  • Blind-tested 14 LLMs: 10 frontier and 4 local
  • Built 4 checks for claims, gist, overlap, and fabrication
  • 19 style features across ~1,000 articles per discipline
  • Scaled from 2 to 8 discipline profiles
  • Spoke solo at the August symposium

Leadership

UHS Tech Team

Founding Member & Student Technology Lead

2023 – Present · San Francisco, CA

  • Lead student tech support for schoolwide technology infrastructure across all four years at UHS; set up devices, networks, and classroom systems
  • Interviewed and helped hire IT staff and student interns, serving on panels for the IT support manager and educational-technology specialist
  • Migrated 50+ classrooms to Apple TV; led two campus-wide projector air-filter installs; built the maintenance calendar
  • Ran AI workshops for faculty and trained teachers to resolve common classroom tech failures; founding member of the first student tech-intern cohort

UHS Admissions Office

Admissions Ambassador

May 2025 – Present · San Francisco, CA

  • Represented UHS to prospective families; led 3 campus tours, 3 prospective-family panels, and 3 open houses
  • Answered questions on academics, workload, student experience, and school culture; supported Maker Lab and English classes

Policy & AI

UHS Student AI Task Force

AI Policymaker

Aug 2025 – Present · San Francisco, CA

  • Helped shape AI policy at UHS; co-authored the AI Belief & Policy Statement governing use across academic departments
  • Presented solo to the full faculty on responsible AI use and ethics
  • Drafted the student AI resource guide for finals with the Faculty AI Cohort

Service

Breakthrough | SF Day School & UHS

Tutor & STEM Elective Teacher

Sep 2022 – Present · San Francisco, CA

  • Tutored 5th–8th graders weekly for 4+ years across both campuses, providing 1:1 and small-group homework support and enrichment
  • Co-taught a STEM elective and workshops as one of six teachers; lead Saturday-morning math help and self-designed electives

University High School

e-Waste Coordinator

San Francisco, CA

  • Coordinated and ran schoolwide e-waste drives during campus moves and renovations
  • Collected, sorted, and repurposed old computers, phones, and projectors

Programs

Harvard University, Pre-College Program

Early Summer 2026 · Cambridge, MA

"Psychology of Everyday Life"
Summer Program · Certificate of Completion

  • Studied how attention, memory, motivation, and cognitive biases shape learning and everyday decisions.
  • Applied metacognitive principles to NoteCoach.ai's learning model, connecting psychological theory with better note-taking and deeper understanding.
  • Explored evidence-based approaches to more deliberate, creative, and ethical decision-making.

Class of 2027

University High School

San Francisco, CA

STEM
Math & computing
Humanities
Language & literature
  • Tech TeamFounding Member & Tech Lead
  • AI Task ForceAI Policymaker

Advanced coursework

  • AP Calculus BC
  • AP Statistics
  • AP Calculus AB
  • AP Computer Science
  • Honors Neuroscience & Human Physiology
  • Honors English Seminars
  • Honors Biology
  • Honors Advanced Spanish Literature
  • Honors U.S. History

Technical

  • 01Python
  • 02LLM APIs
  • 03YAML-configured pipelines
  • 04NLP tooling: NER, UDPipe, sentiment analysis
  • 05Research Dashboards

Languages

  • English

    Native

  • Spanish

    Speaks, reads, writes

Off the clock

  • Apple

    Studied every Apple WWDC keynote for product design, storytelling, and launch craft.

  • Skiing

    Powder days anywhere along the Wasatch Front.

  • Travel

    Favorite destinations: Greece, the South of France, and London.

  • Tutoring

Next

Working on something where AI meets how people learn? I'd love to hear about it.