Level 03 · Innovator

Real problems, real impact.

Innovator isn’t more classes. It’s a studio: pick a real problem, scope it, build a working solution with the tech you already know, ship it to real users, learn what they think. Eight project briefs to choose from, or pitch your own.

See the learning path

How innovators work

Three frameworks that scaffold the process

Innovation isn’t inspiration — it’s a repeatable process. We use three established frameworks across every project: design thinking from Stanford and IDEO, and MIT’s AI-app methodology.

Stanford d.school K-12 Design Thinking ↗

The originator of the five-stage process: Empathize → Define → Ideate → Prototype → Test. Free method cards (How Might We, Crazy 8s) adapted for K-12.

IDEO Design Thinking for Educators Toolkit ↗

IDEO’s teacher-facing companion to the d.school method. A 94-page Designer’s Workbook covering Discovery → Interpretation → Ideation → Experimentation → Evolution. Strong on project management.

MIT App Inventor + MIT RAISE Day of AI ↗

For projects that ship as an app or use AI. App Inventor gets you to a working Android app in a weekend; Day of AI layers in the ethics and societal-impact lens.

Choose your project

Eight ready-to-start project briefs

Each brief is sized for a team of 2–4 students over 6–12 weeks. Pick one, modify one, or bring your own — the format works for any project that solves a real problem for real people.

AI + Mobile

Grandparent Translator

The problem

Kids whose grandparents speak limited English struggle to have real conversations across generations.

Who benefits

Multi-generational immigrant families.

Tech stack

Python + Whisper (open-source STT) + free-tier LLM API + Streamlit web app or MIT App Inventor mobile app.

Good-enough v1 (6 weeks)

Phone-held app that listens, transcribes, translates one direction, reads back aloud.

Stretch v2 (12 weeks)

Hands-free two-way conversation mode with a pre-loaded "family glossary" (names, foods, inside jokes) so translations stay personal.

Real-world precedent

Google Live Translate on Pixel phones is the consumer analog. No specific student precedent located.

I want to do this one

3D printing + Innovation

Senior Adaptive Grips Library

The problem

Arthritic seniors struggle with door knobs, keys, pill bottles, zippers. Commercial aids are expensive and not personalized.

Who benefits

Seniors at a partner senior center or assisted-living home.

Tech stack

Tinkercad or Fusion 360 + FDM 3D printer (PLA).

Good-enough v1 (6 weeks)

Three printed grip attachments fitted to one real senior after an in-person measurement visit.

Stretch v2 (12 weeks)

A Printables/Thingiverse collection of 8–10 designs with a sizing guide so any senior center can print them.

Real-world precedent

e-NABLE volunteer network for 3D-printed prosthetic hands (enablingthefuture.org). Same model, different body part.

I want to do this one

IoT + Civic Data

School Air Quality Dashboard

The problem

Poor classroom ventilation increases illness and reduces cognitive performance. Admins lack data.

Who benefits

Students and teachers in the school.

Tech stack

Raspberry Pi or ESP32 + SDS011 PM2.5 sensor + SCD40 CO₂ sensor + Python + free-tier Grafana Cloud dashboard.

Good-enough v1 (6 weeks)

One sensor in one classroom, posting CO₂ and PM2.5 to a public dashboard once per minute.

Stretch v2 (12 weeks)

Five sensors across the building + automated email alerts above 1000 ppm CO₂ + written report to the principal.

Real-world precedent

"CO2 Monitor in Schools" Italian citizen-science project (co2.mysen.org); CMU CREATE Lab Speck program (cmucreatelab.org).

I want to do this one

AI + Citizen Science

Backyard Bird AI Counter

The problem

Cornell’s eBird needs broader data. Local kids rarely contribute scientifically usable observations.

Who benefits

Citizen science (Cornell Lab of Ornithology) and the team’s neighborhood.

Tech stack

Raspberry Pi + USB mic + BirdNET-Pi (open source) + Python script that posts daily counts.

Good-enough v1 (6 weeks)

Working BirdNET-Pi in one student’s backyard logging detections for two weeks.

Stretch v2 (12 weeks)

Three nodes across different habitats (yard, park, schoolyard) with a comparison dashboard and an eBird submission.

Real-world precedent

BirdNET-Pi itself; Cornell Lab’s BirdNET model (birdnet.cornell.edu) is used by thousands of hobbyists.

I want to do this one

AI + Civic Information

Community Events Summarizer

The problem

Local school, library, and city event info is scattered across five websites and a Facebook page. Busy parents miss things.

Who benefits

Families in the school district.

Tech stack

Python web scraper (BeautifulSoup) + free-tier LLM API + weekly email via free Mailchimp tier or a static site on GitHub Pages.

Good-enough v1 (6 weeks)

Manually triggered weekly digest summarizing events from 3 sources, sent to 10 test families.

Stretch v2 (12 weeks)

Auto-runs every Sunday night, covers 8+ sources, includes a "kid-friendly events only" filter, opt-in signup.

Real-world precedent

Code for America brigades have built similar civic info aggregators (brigade.codeforamerica.org). No specific youth precedent located.

I want to do this one

Accessibility + AI

Color-Blind Helper for the Art Room

The problem

About 8% of boys are colorblind. Art class, science diagrams, and graphs assume full color vision.

Who benefits

Colorblind students at the school.

Tech stack

MIT App Inventor mobile app + phone camera + open-source color-naming library or a small TensorFlow Lite model.

Good-enough v1 (6 weeks)

Point-the-camera-at-a-thing app that speaks the dominant color name out loud.

Stretch v2 (12 weeks)

Adds a "simulate what a colorblind classmate sees" mode for teachers, plus a graph-recoloring tool that re-renders class slides with colorblind-safe palettes.

Real-world precedent

Color Blind Pal iOS app; Microsoft Seeing AI (microsoft.com/en-us/ai/seeing-ai).

I want to do this one

AI + Education

Peer Tutoring AI for 6th-Grade Math

The problem

Younger students at the school struggle with fractions and pre-algebra. Teachers can’t give 1:1 time.

Who benefits

6th graders at the same school.

Tech stack

Free-tier LLM API + Streamlit web app + custom system prompt loaded with the school’s actual curriculum + guardrails (hints only, never final answers).

Good-enough v1 (6 weeks)

Web app that walks a student through one chapter using the Socratic method, tested with 5 sixth graders.

Stretch v2 (12 weeks)

Full semester coverage, logs which concepts trip students up most, weekly report for the math teacher.

Real-world precedent

Khanmigo (khanmigo.ai) is the production version of exactly this idea.

I want to do this one

AI + 3D printing + Civic

Senior Emergency Kit Advisor

The problem

Seniors living alone often lack a current emergency kit and don’t know what’s missing.

Who benefits

Seniors at a partner senior center.

Tech stack

MIT App Inventor app or printed checklist + a small LLM-powered web form that customizes the kit based on medications, mobility, and pets + 3D-printed labeled bin dividers.

Good-enough v1 (6 weeks)

Interview 5 seniors, generate personalized kit checklists, deliver printed binders.

Stretch v2 (12 weeks)

Self-serve web tool + a "kit check" reminder system that texts a family member every 6 months.

Real-world precedent

No specific precedent located. Red Cross and FEMA publish generic checklists, but personalization by youth teams appears original.

I want to do this one

Pitch your own

Got a different problem in mind?

These eight briefs are starting points. If your team sees a problem worth solving that isn’t on this list — pitch it. We’ll help scope it.

Tell us about it See the courses

Real problems, real impact.

Three frameworks that scaffold the process

Stanford d.school K-12 Design Thinking ↗

IDEO Design Thinking for Educators Toolkit ↗

MIT App Inventor + MIT RAISE Day of AI ↗

Eight ready-to-start project briefs

Got a different problem in mind?

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