Cerebral Valley · Google · 2025-12-06 to 2025-12-07
Public gallery: every submissionEvent page ↗
NNPort redefines embedded engineering by fully automating the tasks that traditionally required specialized engineers, delivering an end-to-end autonomous development workflow.
Stanley Mei, Alazar Shenkute, Vipashyana Patel
ForenSight AI is a multimodal “AI detective” that lets you upload scene photos, videos, audio clips, and witness statements - and instantly generates a unified, AI-reasoned reconstruction of what likely happened.
Dhruv Jena, Aadhith Rajinikanth, Rohan Dash +1
Chess Commentary AI is a real-time AI-powered chess commentator that uses Google Gemini Flash to watch your screen and provide exciting play-by-play commentary.
Atharva Walawalkar, Shreyas Yadav, Yuvraj Gupta
FlowState is the first visual linter for frontend code—a tool that bridges the gap between design and development by letting you literally point at broken pixels and watch them heal.
Andrew Smith
Anywhere is a Next.js/React app that turns Google Street View into an AI-guided, voice-controlled tour guide.
Aritra Saharay
Clear Witness is an AI-powered forensic reconstruction suite designed to aid law enforcement and investigators in regions where digital surveillance (CCTV) is scarce.
Petros Hong
We provide an entire end-to-end agentic pipeline for embedded systems which use FPGAs (extendable to CPLDs, etc).
Alex Hernandez, Abhiram Segu
"SpecForge" is an Instant Product Factory that solves the engineering "blank page" problem.
Kartikesh Mishra
A Google VISTA-inspired prompt optimization framework for text-to-image generation using SigLIP2-based quality scoring and DSPy's GEPA optimizer.
Patrick Damaso
Your photography PAL.
Subham Kumar, Jerry Xiao, Sachin Iyer +1
RIddler!
Yashaswi Bathula, Lewis Mai
VoiceAI to compare performance of openAI, gemini, Claude models
HJ Lee
Form, manage, market, and measure your Non-For-Profit organization, Agentically!
Yves Hughes
An agent which monitors your project for expired TPAs and suggest patches based on latest news feeds
Suryaprakash Senthil Kumar
intelligent assistant to help students use and control their device.
Welcome to the world's first AI generated sports betting network.
Michael Ludden
AJs Animator transforms standard "talking head" videos into engaging, multi-sensory educational content.
Arash Joobandi
Darkroom is a multimodal AI application that restores, enhances, and animates historical photographs using three Gemini models in a unified workflow.
Christina Z
This is a test submission.
Ray Del Vecchio
- VibeCheck is a "vibe debugger" that will review a PR and compare the implementation against the Requirements given in a Requirement description and then review the PR to see if it meets the requirements or not.
This project is a Multi-Modal Code Refactorer with Visual Verification, built in one day.
Anna Saltveit
All in one brand asset management tool - Manage your brand's identity (mission, core aspects, color pallete) - Create and iteratively modify asset designs (hoodies, billboards, flyers) - Brainstorm and create full fledge
Manuvikash Saravanakumar, Satheesh Kumar G R
AI-powered documentation generator that not only writes API docs but verifies every code example actually works.
Ingrid F
Spins turns any prompt into a dynamic, AI‑generated audio experience you can steer in real time.
Jonathan Eng, Sang Doan
At Chlora-Flora, we catch diseases at one plant instead of 1000.
Nickita, Dennis Khylkouski, Nicholas Lin +1
System to launch many sandboxed coding agents with code execution and testing.
Christian Reetz
SmartFetch is a persistent stateful agent that fixes client API failures and prevents outages across all services, regions, and providers.
Sajeev Magesh, Andrew B McMorrow, Chetan Raghavan
As a business owner, I'm constantly making new creatives.
Vin Parvathala
Most AI tools give you answers, but Gemini can be a teacher—one that adapts to how you think.
Wenjie Fu
Clueless: The Multi-Modal Stylist Agent that shops your own closet.
Ramraj Velmurugan, Sushmita Vigraham
Built Game Scroll that builds a social media website to allow people to view different games that is a demo version of the real game giving them a feel, allows them to give instant reaction and validation and comments to
Janavi Srinivasan, Thilak Shekhar Shriyan
BananaCutPro is an advanced AI-powered design and image editing tool that empowers users with "Vibe Designing" capabilities.
Bharat Bhavnasi
Interium designer which actually can find the products
Anthony Skenter
The Living Playbook: Gemini as a Sales Teacher We focused entirely on Statement Three: Gemini as a Teacher.
jinwoo do, Sangho Ahn
Using a generalized Sylvester equation and Gemini 3 Pro preview, we're able to bridge the gap between videos and LLMs.
Salvador Escobedo
vibeCAD is a browser-native, parametric CAD system built with TypeScript and React, featuring constraint-based design and 3D solid modeling powered by OpenCascade.
Jacob Valdez, Leah Zhang, Nam Huynh
GiftGenius solves holiday gift-giving stress by turning a simple text description into a beautiful, personalized gift guide.
Warren Feng
Crack - An agentic system which understands brand DNA and deploys coordinated agents to create hyper-personalized targeted ad campaigns for small businesses.
Prasanna A P
Imagine having gemini live with you inside your glasses?
Yeabsira Mulugeta
Nichijou (Your Everyday Life) hacks the biggest problem in language mastery: irrelevance.
Wesley Tam
Generate production-ready ads from Amazon listings.
dylan merigaud
This project demonstrates **“Gemini as a Teacher”** by tackling one of the hardest real-world skill problems that exists: teaching attorneys how to conduct elite cross-examinations.
Pookieverse 🪽 Ever wanted to play god but, like, a nice one?
Armaan Jain, Konstantin Wohlwend
Muse doesn’t just fix music discovery—it fills a gap in how we understand ourselves through what we listen to.
Audrey Choy, Ariadne Dulchinos
Flux is the DevOps layer for LLMs, providing version control, testing, and observability for AI prompts.
Theo Luu
Ability for Gemini 3 to solve long-horizon tasks in Data Engineering DAG Errors.
Subra Arun
Today most people meet history as walls of text, slow documentaries, or random TikToks ripped out of context.
Kyle Bimm, Daniel Donnelly, Atishay Jain +1
I created a digital watermark for nano banana images that anyone can upload and verify their details using the same image.
Ankit Maloo
Ruvio is an AI-powered interior design platform that transforms 2D floor plans into photorealistic 3D room designs in under 15 seconds using Google Gemini's multimodal AI.
Sai Pinnoju, Saish Shinde
The vibe2vibe evaluates the total code complexity of a given source code repository on several measures (cyclomatic complexity etc.), then uses this to split the resulting application into smaller microservices.
Kirill Igumenshchev, Ted Dessert, Ari Heljakka
Feedie is an autonomous social media agent that creates, optimizes, and manages content across multiple platforms with minimal user input.
Rae Jin, Tommy Purcell
SnapLock is a physics-native generative design tool.
Jorge Jimenez, Gretchen Boria, Shaun Beach
Slide Quest is a live “side quest” for presenters: upload your deck, then summon fresh slides mid-talk with a quick voice description.
James Nicholson, Jake Kinchen
Modern manufacturing environments depend on accurate visual and contextual data to diagnose machine failures, assess wear, and build AI models for predictive maintenance.
ChaeJung Maeng
CoPair AI-powered coding interview prep that adapts to your weaknesses.
Sravan Ravi, Aakaash Jois
An automatic RL environment and RL post training tool for agents.
Julaiti Alafate, Sebastian Bosma
Most sports broadcasts assume you already know everything.
Bek Hamit, Arman Ma
NeuroSensei (Brain Waves + Gemini) is a multimodal AI Speaking Coach that analyzes your words, body language, and brainwaves.
Aditya Bansal, Philippe Brule, Priyanka Jain +1
Parents and kids can co-create, AI-assisted storybooks using natural language as well as drawing skills, and order a physical copy for themselves.
Alvin Tan
Lifeline is an autonomous crisis-operations marathon agent that maintains live situational awareness during building emergencies and continuously replans evacuations as conditions change.
Rajashekar V
SafeStack analyzes warehouse video feeds with Gemini to detect violations of OSHA's safety policies, allowing operators to find when there are issues with their warehouse operations.
Bhavyansh Sabharwal, Pradyun Kamaraju
Interactive platform to learn ASL
Shafie Mukhre