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What the rooms shipped.

Real builds from real GDG chapters. Two hours, one pizza, one prototype. Filter by track or chapter — or scroll until something makes you want to fork it.

Track 09 · Your Own Idea

Showing 25–36 of 57

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Napkin
Track 09GDG Brooklyn
Napkin

Napkin turns photographs of hand-drawn app sketches or whiteboard mockups into live, interactive web applications in seconds. Powered by Gemini Vision and code generation, Napkin extracts UI components, pre-populates stateful demo data, and instantly serves a shareable web app complete with device preview frames and QR codes for mobile testing. It bridges the gap between raw paper brainstorming and functional software prototyping effortlessly.

What surprised us most was how gemini transformed pen-and-paper scribbles into fully web applications without requiring design templates.

Daily Standup
Track 09GDG Brooklyn
Daily Standup

Most people quit health tracking because apps make it feel like a chore. Daily Standup lets you log your entire day by sending one text to a Telegram bot. AI parses it instantly and populates a personal dashboard with trends and charts. Thirty seconds a night, zero forms.

The macro bug surprised me most when dinner overwrote lunch, it looked like a Gemini extraction failure, but Gemini was actually right both times. The bug was in the application logic merging the results, which is a good reminder that AI output is usually fine; it's the code around it that breaks things.

snap311
Track 09GDG Brooklyn
snap311

Snap311 helps New Yorkers report visible street and public-space issues with almost no manual work. Users take or upload a photo, and Gemini identifies the problem, uses the photo or device location, and checks real NYC 311 data for open duplicate reports nearby. If it’s new, Snap311 creates a clear report for the user to verify and simulates submitting it.

I learned that Gemini is much more reliable when its image analysis is constrained to a short list of real NYC 311 complaint types instead of being asked to freely label anything it sees. I also learned that surfacing duplicate reports early is a UX win: it avoids making users fill out a full form only to discover the issue was already reported, so I fixed the flow by checking nearby open reports.

shinobi-seals
Track 09GDG Brooklyn
shinobi-seals

Pokémon Go, but you're the character. Using your phone's front camera, we read real hand signs in real time and turn them into attacks or defense, no buttons, just your hands. Health is permanent, chakra regenerates and fuels your moves, and health hitting zero means you lose. Find a nearby player and battle it out live, face to face.

I assumed relying entirely on the front camera for real-time hand signs would feel unresponsive without physical buttons. Turns out that removing the on-screen UI makes the face-to-face PvP battles surprisingly intense and deeply immersive.

Host on google ai studio via google web endpoint The https://8thwall.org
Track 09GDG Brooklyn
Host on google ai studio via google web endpoint The https://8thwall.org

Host on google ai studio via google web endpoint of dead 3d AR from 8th wall The https://8thwall.org then built w ai studio web url https://ai.studio/apps/36efe82a-0b9b-4683-b73f- https://ais-pre-omiblay4dw4a5un3kntekd-638685251003.us-east1.run.app ai studio link off his game description off Claud https://docs.google.com/document/d/1UJglgOpu0i4Q5QhPi_BDjejfb51wvkaxZc2Fys3JYO4/edit?usp=drivesdk & game https://aistudio.google.com/apps/3ad79437-f262-4667-acc0-6d1ce6138b03 & Ai Studio app off it

I am using the claude Project definition doc

NYC Point-to-Point
Track 09GDG Brooklyn
NYC Point-to-Point

The NYC Point-to-Point Travel Recommender is a smart, interactive routing engine designed for New Yorkers and tourists who need help navigating the city's complex transit web. Instead of just showing the fastest route, it calculates and ranks all available options—from the subway to rideshares to Citi Bikes—based on your live priorities like cost, safety, and group size. The coolest part is the dynamic scoring engine: as you drag the priority sliders or increase your group size, the app instantl

I was surprised by how dramatically the math shifts when factoring in group size; a seemingly expensive $40 rideshare instantly becomes the most cost-effective and convenient option when split among four people, entirely upending the standard "the subway is always cheapest" assumption.

Inclusivity AI
Track 09GDG Brooklyn
Inclusivity AI

Inclusivity AI is your friendly helper for everyday life. We make scheduling, shopping, and budgeting simple and accessible, with gentle reminders along the way! Made simple for people with disabilities, memory challenges, or anyone who just needs a little extra support.

Google Studios is fun to use and you can customize certain parts of your app in minutes! Also special shoutout to Milan for helping me understand how to upload it to Github!

SensePath
Track 09GDG Brooklyn
SensePath

SensePath is a voice-first accessibility assistant designed for blind and low-vision users. It combines Gemini Live, multimodal vision, and Google Maps Platform to help people navigate the last few meters of a journey finding entrances, benches, elevators, and understanding their surroundings through natural conversation. The standout feature is its ability to seamlessly switch between navigation, object finding, and immersive scene descriptions while keeping the interaction hands-free and acces

We expected navigation to be the hardest problem, but the real challenge was making AI know when not to speak. Designing an assistant that gives timely, concise guidance without overwhelming or distracting the user turned out to be just as important as the underlying AI itself.

Rainy Day Rhythm
Track 09GDG Brooklyn
Rainy Day Rhythm

Generate a beat map to compliment any song you want to turn into a rhythm game. Connected through Youtube, you can either insert a link or describe the video you are looking for. There are additional features to make it more entertaining.

I was surprised the AI filled in so may gaps in what i didn't tell it to do. For example, I intended for it to be played through both keyboard and touch screen, but I didn't specify how to do a flick note using key binds. The AI filled it in my equating double-tap as a flick note.

Song Battle
Track 09GDG Brooklyn
Song Battle

Song Battle PK turns any artist, era, or musical mood into a fast head-to-head song tournament. Players watch YouTube performances, choose winners, and crown a champion—or generate an original song and synchronized AI music video from their own creative prompt.

the sound genertaing was way better than I thought

NYCity SOS
Track 09GDG Brooklyn
NYCity SOS

City SOS is a voice-first safety companion that helps people ask for assistance even when they can't speak openly. It starts as a normal NYC and campus resource assistant, then seamlessly switches into a natural cover conversation (like ordering pizza) while quietly gathering context. When the user confirms with a predefined trigger phrase, it discreetly alerts their pre-selected trusted contacts without interrupting the ongoing conversation.

The biggest surprise was how convincing the cover conversation felt. With Gemini Live and careful prompting, the assistant stayed completely in character while still collecting the context needed for a discreet alert.

GIGGLE HERTZ
Track 09GDG Brooklyn
GIGGLE HERTZ

Scan the QR code on your phone, warm up your laughter, and prepare for 10 seconds of pure crowd chaos!

I could build a complex multimodal fun game, easily and while bring communities together for laughter.