The CTC x Gemini Prompt-a-Thon is a fast-paced, beginner-friendly AI building event hosted by Commit the Change at UC Irvine in collaboration with Google Gemini.
In just one evening, participants will form teams, experiment with prompting, and build creative AI-powered solutions focused on social impact. Whether you are a designer, developer, product thinker, or complete beginner, this event is designed to help students explore the future of AI-assisted creation in a fun and collaborative environment.
Participants will build using:
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Google AI Studio
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Google Gemini
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Google Antigravity
Teams are encouraged to use these tools to brainstorm ideas, engineer prompts, create UI mockups, and prototype working products.
Challenge ThemesProjects should focus on creating positive social impact. Teams may explore ideas related to:
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nonprofit and community operations
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workplace equity and invisible “glue work”
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financial literacy and accessibility
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education, accessibility, sustainability, or other community-focused solutions
5:00 PM — Check-in
5:15 PM — Kickoff + Introduction to Gemini
5:25 PM — Team Formation
5:45 PM — Prompting + Building Begins
8:15 PM — Submission Deadline
8:20 PM — Judging + Project Expo
9:30 PM — Winners Announcement + Closing Ceremony
Projects will be evaluated on:
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Social Good
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User Experience
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Innovation & Creativity
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Technical Implementation
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Presentation
Unlike traditional overnight hackathons, this event focuses on rapid prototyping, creativity, and learning. The goal is not just to code, but to explore how AI tools like Gemini can help turn ideas into working solutions quickly.
Participants will also have the opportunity to:
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network with CTC members and Google representatives
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experiment with modern AI workflows and vibecoding
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win official Google and Gemini prizes and swag
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collaborate with students across different majors and skill levels
No prior AI or prompting experience is required. Just bring your creativity and willingness to build.
Requirements
To complete your submission, each team must submit the following on Devpost before the deadline:
Required Deliverables-
Project Name
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Team Member Names
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Short Project Description
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Problem Statement
Explain what issue your project is solving and why it matters. -
Solution Overview
Describe how your project works and how you used AI tools in the process. -
Tech Stack Used
Include any tools, frameworks, or APIs used, especially:-
Google AI Studio
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Google Gemini
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Google Antigravity
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Github Repository
Include a public repo with your project code and README. -
Demo / Prototype
Your project should include a working prototype, demo, mockup, or functional proof of concept. -
Prompting Workflow
Briefly explain or showcase how your team used Gemini during development. Judges may ask to see prompting history or workflows during demos.
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Screenshots or UI mockups
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Demo video
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Slides or pitch deck
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Future improvements / roadmap
After submissions close, teams will present their project live to the judging panel. Presentations should clearly explain:
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the problem
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your solution
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how Gemini was used
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the impact of your project
Projects do not need to be fully production-ready. Creativity, impact, and thoughtful use of AI tools are more important than polished deployment.
Prizes
1st Place
Fitbit Inspire 3
2nd Place
Google Pebblebee Clip Universal Rechargeable Item Tracking Devices
3rd Place
Chrome Dino Game Over mug
Devpost Achievements
Submitting to this hackathon could earn you:
Judges
Joshua Sullivan
Google
Bowen Wang
Capital One
Pradosh Thirunavukkarasu
IBM
Isaac Nguyen
Bloomberg
Brendan Lieu
IBM
Judging Criteria
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Social Good
How well does the project create positive impact for communities or society? Projects should address a meaningful real-world problem with a clear purpose and potential impact. -
Innovation & Creativity
How original and creative is the idea? Judges will evaluate how uniquely the team approached the problem and how effectively they used AI tools in the solution. -
Technical Implementation
How technically impressive and functional is the project? Judges will consider the quality of the prototype, technical complexity, execution, and effective use of Google AI tools such as Gemini, AI Studio, and Antigravity.
Questions? Email the hackathon manager
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