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88c5282083e5 | cal-hacks-12-0 | https://devpost.com/software/dogood-gu7clt | DoGood | Bridging social good and self-improvement | Inspiration
We live in an epidemic of burnout and disconnection and the online world effectively fills this gap with instant gratification through the dopamine of scrolling and easy rewards; our vision was to leverage these patterns to Do Good. Through trackable acts of kindness, productivity, and self-growth, DoGood g... | [
"claude-by-anthropic",
"figma-make",
"interaction-co",
"livekit",
"next.js",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/S5d_ydwTqGY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Sam-T-G/calhacks25"
] | Did Not Place | false | [
{
"repo": "Sam-T-G/calhacks25",
"content": "# DoGood App Features\n\nThis is a code bundle for DoGood App Features. The original project is available at https://www.figma.com/design/6sOViGx6ABV7U0aTZF4G6b/DoGood-App-Features. The fully functional site is found here: https://calhacks25-gamma.vercel.app/\n\n#... |
9efa6dfb04cd | cal-hacks-12-0 | https://devpost.com/software/carelink-c5pqnx | CareLink+ | Voice-first AI transforming post-surgery recovery into proactive, data-driven care. | Every year, thousands of patients are discharged from hospitals only to face preventable post-operative complications at home. Most of these issues start with subtle symptoms — a missed dose, a mild fever, or an unusual heart rate — that go unnoticed until it’s too late.
We wanted to change that.
CareLink+ was born fro... | [
"claude",
"composio",
"livekit",
"supabase",
"vapi"
] | null | [
"https://carelnk.lovable.app/",
"https://github.com/adithyagundlapalli/CareLinkv2"
] | Did Not Place | false | [
{
"repo": "adithyagundlapalli/CareLinkv2",
"content": "# CareLink - Post-Discharge Patient Monitoring System\n\nAn AI-powered patient monitoring and triage system for post-discharge care, featuring automated voice check-ins, intelligent risk assessment, and real-time alerts.\n\n## Features\n\n- **Automated ... |
58eabfa8c5d8 | cal-hacks-12-0 | https://devpost.com/software/farmeasyai | FarmEasyAI | FarmEasy: AI farm assistant delivering real-time weather, soil & crop insights via voice/text chat. Smart caching = <1s loads. Democratizing expert agricultural guidance for farmers worldwide. 🌾🤖 | AI-powered farm assistant with real-time insights & voice chat 🌾🤖
FarmEasy is an intelligent agricultural companion that helps farmers make better decisions through AI-powered insights. It features:
🗺️
Smart Onboarding
- GPS location, crop selection, farm details in 4 easy steps
🤖
AI Chat Assistant
- Voice & text s... | [
"brightdata",
"claude",
"letta",
"react",
"typescript"
] | null | [] | Did Not Place | false | [] |
acc95d9ad445 | cal-hacks-12-0 | https://devpost.com/software/voices-hw23r0 | Voices | What if you could practice your presentation with an audience that never judges you, an audience that always shows up, and an audience that asks the right questions to prepare you for the real thing? | Inspiration
We know that many introverted people are afraid of public speaking, therefore we develop a platform that allows you to practice your skills without any worry thanks to fish audio. The ability to speak to people in a variety of situations is necessary because you can't always have a script for everything. Wi... | [
"fishaudio",
"gemini",
"nextjs",
"snapdev",
"typescript"
] | https://www.youtube.com/embed/-guKl11Q0eU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/dev-alto/voices-FINAL"
] | Did Not Place | false | [
{
"repo": "dev-alto/voices-FINAL",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).\n\n## ✨ New Feature: AI Interview Practice\n\nPractice interviews with an AI interviewer using real-time voice ... |
47657a06e573 | cal-hacks-12-0 | https://devpost.com/software/plateful-3soefx | plateful | Plateful finds the right place fast. Tell it what you are craving in plain English, and it ranks nearby restaurants by taste fit, rating, distance, and dietary restrictions. | Inspiration
Going out should feel simple and safe. Friends with allergies often spend more time reading menus than enjoying the meal. We wanted a tool that understands plain language like late night spicy noodles near me and returns great options with clear allergen signals backed by real evidence.
What it does
Platefu... | [
"brightdata",
"claude",
"javascript",
"letta",
"mapbox",
"nextjs",
"react",
"tailwind",
"typescript"
] | null | [] | Did Not Place | false | [] |
8cb965a9ec2e | cal-hacks-12-0 | https://devpost.com/software/mailman-extension | Mailman Extension | Reading emails is boring, you don’t need to. Imagine an extension that is your personal assistant and lets you know about emails like an assistant. You can even ask it for specific questions. | Inspiration
I get a lot of emails a day and want to only read the important ones on some days.
What it does
It takes all your recent unread emails, and becomes your AI assistant for sorting by importance, telling you what the email is about and answer questions about the emails.
How we built it
Python/JS/Flask framewor... | [
"flask",
"gemini",
"google-gmail-oauth",
"javascript",
"python"
] | null | [
"https://github.com/adityarp3/mailman-ext"
] | Did Not Place | false | [] |
5ca147af1fcc | cal-hacks-12-0 | https://devpost.com/software/benchr | Benchr | Every online coding platform faces the same problem: execute user code safely without killing performance. We solved it: firecracker microVMs providing AWS-grade isolation. | Inspiration
We are a group of performance enthusiasts, and felt a lack of open source tooling in that area. Starting from a linux machine, we hosted and secured our webserver with a React frontend that connects to Flask. Flask sends jobs to our bread and butter, AWS Firecracker VMs, which offer securer process isolatio... | [
"javascript"
] | https://www.youtube.com/embed/U8XShaXMhoM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.github.com/agge3"
] | Did Not Place | false | [] |
e11338e1ea18 | cal-hacks-12-0 | https://devpost.com/software/mealy-zme2jf | MEALY | MEALY, THE MEAL PREP APP FOR LONGEVITY | Mealy 🍽️
Smart Meal Optimization for Balanced Nutrition
Mealy is an intelligent meal planning API that uses advanced mathematical optimization to create perfectly balanced meals based on your calorie and macronutrient goals.
What It Does
Mealy solves a complex nutritional puzzle: given a list of available foods, it ca... | [
"firebase",
"flutter",
"nosql",
"python"
] | https://www.youtube.com/embed/PXUm7UpcUeI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://apps.apple.com/us/app/mealy-longevity-meal-planner/id6754829819",
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"https://github.com/jdelpego/meal_prep_frontend"
] | Did Not Place | false | [
{
"repo": "jdelpego/meal_prep_backend",
"content": "# Mealy 🍽️\n\n**Smart Meal Optimization for Balanced Nutrition**\n\nMealy is an intelligent meal planning API that uses advanced mathematical optimization to create perfectly balanced meals based on your calorie and macronutrient goals.\n\n## What It Does... |
4086f169c675 | cal-hacks-12-0 | https://devpost.com/software/pokedash | PokeDash | Order DoorDash with Poke! | Want food? On Poke?
Now you can. PokeDash. | [
"mcp"
] | null | [
"https://github.com/PenTest-duck/PokeDash"
] | Did Not Place | false | [
{
"repo": "PenTest-duck/PokeDash",
"content": "# MCP Server Template\n\nA minimal [FastMCP](https://github.com/jlowin/fastmcp) server template for Render deployment with streamable HTTP transport.\n\n[](https://render.com/deploy?repo=... |
eb7a05803014 | cal-hacks-12-0 | https://devpost.com/software/air-guard | Air Guard | Protecting YOU against harmful air pollutants | Inspiration
As someone who’s struggled my whole life with asthma and really bad allergies, I wanted to build something meaningful to myself and others like me.
What it does
It detects harmful gases and temperature/humidity to deliver personalized advice through Claude’s API. It also lets you know of the levels and whet... | [
"arduino",
"c++",
"claude",
"flask",
"html",
"javascript",
"python"
] | https://www.youtube.com/embed/uGHX1Wj2oZs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
a21710bcefb1 | cal-hacks-12-0 | https://devpost.com/software/visualaid-aai-ysemv3 | VisualAID - AAI | VisualAID is an AI-powered visual assistance system that helps visually impaired individuals understand and navigate their surroundings in real time help them explore and feel things like internet. | VisualAID – AAI (AI Accessibility Initiative)
Empowering Independence Through AI Vision
Mission Statement
To make technology that doesn't just assist people—but truly empowers them.
Inspiration
Digital accessibility has often been ignored in technology. In 1973, The Rehabilitation Act focused on disability rights, and ... | [
"api",
"gemini",
"openai",
"postgre",
"postgresq",
"react",
"typescript"
] | null | [
"https://visualaid-ai.netlify.app/"
] | Did Not Place | false | [] |
c546c0929f31 | cal-hacks-12-0 | https://devpost.com/software/cipa-watch | CIPA Watch | CIP (Congenital Insensitivity to Pain with Anhidrosis) is a rare medical illness where people aren’t able to feel pain or even sweat. Our website was made to improve their lives a little more. | Inspiration
Netflix Doctors series and prior biology knowledge from Cambridge international Olevel’s Education GCSE.
What it does
This app helps patients with CIPA live their lives easier and maybe even develop good habits for taking care of themselves
How I built it
We made a website with HTML/CSS but added as much in... | [
"claude",
"copilot",
"css",
"firebase",
"gemini",
"git",
"github",
"html",
"javascript"
] | https://player.vimeo.com/video/1130691104?byline=0&portrait=0&title=0#t= | [
"https://github.com/Lnovo5/calhacks-project/tree/main"
] | Did Not Place | false | [
{
"repo": "Lnovo5/calhacks-project",
"content": "# calhacks-project\nCalhacks 12.0 Team Project\n}\nTeam Members\n1. Lucia Novo\n2. Ethan Le\n3. Muhammad Bazil\n- Roles/Tasks TBD\n1. Lucia Novo - Backend/Project manager.\n2. Muhammad Bazil - Frontend/Debugger.\n3. Ethan Lee - Project coordinator / Reseacher... |
321b9630d3ba | cal-hacks-12-0 | https://devpost.com/software/untitled-project-91a5bsrky0v7 | Wavelet | - | - | [
"typescript"
] | null | [] | Did Not Place | false | [] |
283cdef9cd7a | cal-hacks-12-0 | https://devpost.com/software/harmony-a0wdlv | Harmony | Harmony lets anyone see sounds, hear images, and feel emotions through color—bringing new senses, accessibility, and creativity to everyone. | Inspiration
Most people will never know what it’s like to truly see sound or hear color. For millions with sensory or cognitive challenges—and for anyone craving deeper therapy, connection, or creativity—access to new senses has always been a dream.
We wanted to turn that dream into reality. Harmony was born from a sin... | [
"claude",
"fastapi",
"letta",
"lyria",
"mongodb",
"nextjs",
"python",
"three.js"
] | https://www.youtube.com/embed/gPDgn7NQQ94?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/VishnuK1947/Harmony"
] | Did Not Place | false | [
{
"repo": "VishnuK1947/Harmony",
"content": "# 🌈 SenseSync - Universal Sensory Translation Platform\n\n> **See sounds. Hear colors. Experience synesthesia through AI.**\n\n## 🎯 Objective\n\n**SenseSync democratizes synesthesia through AI, making multisensory experiences accessible to everyone.**\n\n### **... |
edd92ec0c46a | cal-hacks-12-0 | https://devpost.com/software/calhacks-25 | souma | An intelligent, real-time coaching overlay for League of Legends that provides actionable guidance to players through AI-powered game state analysis and directive coaching commands. | Table Number 70C
Our Deck
🧠
Inspiration
There are tons of League of Legends overlay tools out there — but almost all of them focus on pre-game builds or post-game analytics. None of them actually help you while you’re playing, when the decisions matter most.
League has an incredibly high skill floor — both strategical... | [
"electron",
"fastapi",
"openaiapi",
"opencv",
"python",
"react",
"riotapi",
"typescript"
] | https://www.youtube.com/embed/Dh-jWRhHM00?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://souma.base44.app/",
"https://github.com/ethannyang/calhacks-25"
] | Did Not Place | false | [
{
"repo": "ethannyang/calhacks-25",
"content": "# 🧠 Souma — Real-Time AI League of Legends Coach\n\n> “Don’t just play League — learn it while you play.”\n\nSouma is an **AI-powered real-time coaching overlay** for *League of Legends*. \nIt analyzes your live in-game state and provides **specific, actiona... |
d1d1c82ed97a | cal-hacks-12-0 | https://devpost.com/software/yourdrobe-dto481 | Yourdrobe | Your digital wardrobe | Inspiration
Both of us have creative backgrounds and exploring tech, wanted to create a tool that helps us. It created a digital wardrobe from pictures of your clothing and you select daily what clothes you will wear, and over time the app can see what clothes you are NOT wearing and suggest to sell the clothes on ecom... | [
"javascript",
"python"
] | null | [
"http://github.com/4aidan/yourdrobe"
] | Did Not Place | false | [
{
"repo": "4aidan/yourdrobe",
"content": "# YourDrobe - Digital Wardrobe Management\n\nA full-stack application for managing your wardrobe, creating outfits, and tracking clothing usage.\n\n## 🏗️ Architecture\n\n- **Frontend**: React + TypeScript + Vite + TailwindCSS\n- **Backend**: FastAPI (Python 3.13)\n... |
f08a09e4f89b | cal-hacks-12-0 | https://devpost.com/software/parallel-me | parallel me | Parallel Me lets you explore the life you could be living.It’s a gamified parallel universe app lets you simulate alternate timelines, make decisions, and visualize your evolving self in real time. | 🧬 Parallel Me
Inspiration
We often imagine “what if” versions of ourselves — the one who studied differently, built a project sooner, or took that risk.
But what if you could
watch those versions learn
in real time?
It’s not just an app — it’s a
living reflection of your curiosity
, evolving in parallel.
Parallel Me
w... | [
"fishaudio",
"letta",
"supabase",
"vercel"
] | https://www.youtube.com/embed/uoBEWr-gojY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://parallel-me.vercel.app"
] | Did Not Place | false | [] |
dacd871c9cad | cal-hacks-12-0 | https://devpost.com/software/synergy-07vh3t | Synergy | Find your next co-founder. | Finding the right co-founder is one of the hardest challenges in entrepreneurship. We wanted to build a platform that could understand what founders are looking for through natural conversation, then intelligently match them with complementary teammates based on skills, values, and needs rather than just surface-level ... | [
"chromadb",
"groq",
"next",
"python",
"react",
"tailwind"
] | null | [
"https://github.com/tanmaygarg901/Synergy/"
] | Did Not Place | false | [
{
"repo": "tanmaygarg901/Synergy",
"content": "# Synergy - AI-Powered Co-Founder Matching Platform\n\n**CalHacks 12.0 Project**\n\nSynergy is an intelligent co-founder matching platform that uses conversational AI to understand your skills, interests, and needs, then matches you with complementary team memb... |
42a10647e04f | cal-hacks-12-0 | https://devpost.com/software/visualaid-aai | VisualAID - AAI | For people who are still not independent. First they were unable to experience life and now they are also not able to experience internet | Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
In
What we learned
What's next for VisualAID - AAI | [
"openai"
] | null | [] | Did Not Place | false | [] |
20ecaac066f4 | cal-hacks-12-0 | https://devpost.com/software/stitchable-ai | Stitchable.ai | Stitchable uses AI to merge multiple recordings of the same event into one seamless, professional-quality video: automatically synced, stitched, and ready to share. | Inspiration
Stitchable.ai was inspired by the magic of live concerts, birthday events, and performances: moments where everyone captures the same scene from different angles. We wanted to solve the frustration of having tons of scattered clips and automatically turn them into one seamless, cinematic highlight.
What it ... | [
"better-sqlite3",
"express.js",
"ffmpeg",
"node.js",
"opencv",
"react-18",
"react-dropzone",
"react-query",
"socket.io",
"sqlite",
"tailwind-css",
"tensorflow.js",
"typescript",
"video.js",
"vite",
"webassembly"
] | null | [] | Did Not Place | false | [] |
d81844f1e7d4 | cal-hacks-12-0 | https://devpost.com/software/beneai-go1txp | BeneAI | BeneAI is a social coach living on your Snapchat Spectacles. Read the room and decode social cues easily with real-time AI guidance. Built for those with social and communication disabilities. | Inspiration
We were inspired to build this project as per our shared experiences as Low EQ CS majors.
What it does
How we built it
We utilized LensStudio
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for BeneAI
Our next goal is to expand the AR UI and to execute a Swift mobile c... | [
"https",
"humeapi",
"lensstudio",
"numpy",
"openaiapi",
"python",
"snapspectacles",
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"websocket"
] | https://www.youtube.com/embed/paPjhzW7oC0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "BazWiredIn/BeneAI",
"content": "BeneAI Social Coach",
"truncated": false
}
] |
0f0024e5cd3f | cal-hacks-12-0 | https://devpost.com/software/aurora-xcsafk | Aurora | Agentic Browsing for Blind people | Inspiration
Navigating the internet as a blind user is overwhelmingly difficult. Existing screen readers often feel rigid, slow, or detached from modern AI advancements. Aurora was inspired by the idea of a web that listens, understands, and acts — a browser where users describe what they need, and AI interprets, reads... | [
"claude",
"coderabbitai",
"composio",
"groq",
"livekit",
"mcp",
"postman"
] | https://www.youtube.com/embed/aWuAMARpaSA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/theVedanta/calhacks"
] | Did Not Place | false | [] |
2103d609f8f8 | cal-hacks-12-0 | https://devpost.com/software/adrei-03nbps | Adrei | “Find your next home with confidence, not confusion | Inspiration
Finding reliable housing as a student or renter is frustrating and time-consuming. Scattered data, outdated listings, and fake reviews make it difficult to trust what’s online — especially for students moving to new cities or countries.
We wanted to build something that brings transparency, trust, and intel... | [
"gemini",
"node.js",
"python"
] | null | [
"https://github.com/AmolBhalerao8/CalHacks12.git"
] | Did Not Place | false | [
{
"repo": "AmolBhalerao8/CalHacks12",
"content": "# ADREI - AI-Driven Real Estate Intelligence System\n\n**ADREI** (AI-Driven Real Estate Intelligence) is an advanced property analysis platform that uses a sophisticated **multi-agent AI framework** with **Bright Data APIs** for web scraping, **Google Gemini... |
c153088431ac | cal-hacks-12-0 | https://devpost.com/software/aa-0u7vs6 | Dev Mapped | Our project is a personalized roadmap for your tech career. It feeds on your ideal jobs and finds its requirements, then gives you every step necessary to fulfill these skills. | Inspiration
Many apps related to job oportunities to not consider the actual level the user is in. Many times the user is still far away from the level the company desires, and yet he has no idea how to close this gap - this is why we made Dev Mapped. It creates all necessary steps for the user to develop the skills hi... | [
"css",
"html5",
"javascript",
"react"
] | null | [
"https://cal-hacks-12-0.onrender.com/roadmap"
] | Did Not Place | false | [] |
3d347da1038c | cal-hacks-12-0 | https://devpost.com/software/dogood-vdgcie | DoGood | Bridging social good and self-improvement | Inspiration:
We live in an epidemic of burnout and disconnection and the online world effectively fills this gap with instant gratification through the dopamine of scrolling and easy rewards; our vision was to leverage these patterns to Do Good. Through trackable acts of kindness, productivity, and self-growth, DoGood ... | [
"anthropic",
"claude",
"figma",
"interaction-co",
"livekit",
"python",
"react",
"type-script"
] | https://www.youtube.com/embed/@RiannaMarquez?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Sam-T-G/calhacks25"
] | Did Not Place | false | [
{
"repo": "Sam-T-G/calhacks25",
"content": "# DoGood App Features\n\nThis is a code bundle for DoGood App Features. The original project is available at https://www.figma.com/design/6sOViGx6ABV7U0aTZF4G6b/DoGood-App-Features. The fully functional site is found here: https://calhacks25-gamma.vercel.app/\n\n#... |
0ad26be2f663 | cal-hacks-12-0 | https://devpost.com/software/noro-marketplace | Boro marketplace | Marketplace for rental objects | Inspiration
Marketplace, renting out objects
What it does
Let’s you rent items that you need but won’t like to buy
How we built it
CSS, html, js, react
Challenges we ran into
Implementing the map
Accomplishments that we're proud of
Finishing our first hackathon
What we learned
React.
What's next for Noro marketplace
N/... | [
"css",
"html",
"javascript",
"react"
] | https://www.youtube.com/embed/q3XlIgmzlq0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
c8ad9e722536 | cal-hacks-12-0 | https://devpost.com/software/hyperdream-ai | HyperDream-AI | Hyperdream-AI is a multiplayer AI driven story game engine with dynamic, responsive worlds according to player actions. We empower users to create and build customizable worlds. | Inspiration
The inspiration behind HyperDream-AI revolves around our love for RPG/tabletop games. Normally, tabletop RPGs need a human game master that can easily overlook the complex effects and nuances of simple player actions on story lore/worldbuilding. Additionally, game masters can be biased and players can disag... | [
"next.js",
"python",
"react",
"typescript",
"vercel"
] | null | [] | Did Not Place | false | [] |
818492e2a6a6 | cal-hacks-12-0 | https://devpost.com/software/ather-xhfwc6 | Ather | Data collection table 72 | Inspiration
What it doesgsjs
Bbs
How we built it
Challengebbss we ran into
Hsbbs
Accomplishments that we're proud of
What we learnedvsksm
What's next for Ather | [
"claude",
"google",
"sui"
] | https://www.youtube.com/embed/@ambarishgk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
2f3f6ddd273a | cal-hacks-12-0 | https://devpost.com/software/escape-berkeley | Escape Berkeley | Sometimes being a Berkeley student feels like being in a horror game. Now, it is! Escape from UC Berkeley’s campus after dark in our new 2D pixel horror game. | Inspiration
RPGS and UC Berkeley
What it does
Horror game
How we built it
Javascript, HTML
Challenges we ran into
Did not know how to do anything
Accomplishments that we're proud of
Finishing
What we learned
Everything
What's next for Escape Berkeley
Finish mini games, flesh out lore | [
"css",
"html",
"javascript"
] | null | [] | Did Not Place | false | [] |
633abe30b802 | cal-hacks-12-0 | https://devpost.com/software/kopi | Kopi | AI twins that talk, think, and work like your best employee | Kopi: Smart AI-Powered Digital Twin for Everyone
Inspiration
We’ve all had that moment when a key teammate goes on vacation — or leaves the company — and suddenly no one knows how their framework works or where that crucial dataset lives. Work slows, meetings stall, and valuable time is lost.
That’s what inspired Kopi.... | [
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"figma",
"fishaudio",
"gmail",
"google",
"googlesdk",
"hedra",
"letta",
"livekit",
"meet",
"nextjs",
"postgresql",
"python",
"voyageai"
] | null | [] | Did Not Place | false | [] |
83edfa9914ff | cal-hacks-12-0 | https://devpost.com/software/poob | Poob | We developed an AI DJ that assists with song transitions, playlist ordering, and making sure the party never skips a beat. | Inspiration
DJ
What it does
DJ
How we built it
PYTHON
Challenges we ran into
WORKING
Accomplishments that we're proud of
Logo
What we learned
somethingWhat's next for Poob
Poob 2 | [
"python"
] | https://www.youtube.com/embed/GJYsjvXqJXI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ved-birla/poob"
] | Did Not Place | false | [] |
ba7fb1392dac | cal-hacks-12-0 | https://devpost.com/software/eegrobot | EEGRobot | Control robots with your brain using ERG waives and Apples Vision Pro | Elon musk | [
"python",
"swift"
] | null | [] | Did Not Place | false | [] |
17de23fdf631 | cal-hacks-12-0 | https://devpost.com/software/riskcanvas | RiskCanvas | This is a portfolio optimizer that gives a user specific trades to make to optimize their portfolio for their target risk level. Utilizes Black-Scholes model and reinforcement learning algorithm. | Inspiration
We were inspired by stock predicting models and online financial advisers. We wanted to enhance this with AI.
What it does
Product uses a PPO algorithm to analyze user financial risk desires and current market trends to give recommendations on stocks in invest in.
How we built it
We built it using Python.
C... | [
"python"
] | https://www.youtube.com/embed/9YCtsYnGnnU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
592370c66957 | cal-hacks-12-0 | https://devpost.com/software/flursor | Flursor | Cursor for audio engineering | Inspiration
The project was inspired by Cursor. It is similar to Cursor, but for audio engineering or music production.
What it does
It has a promptable AI that integrates completely with natural-language prompts into the audio editing software REAPER. We chose REAPER since it was scriptable with Lua and inexpensive.
H... | [
"agentic-ai",
"keras",
"lua",
"mcp",
"mosnet",
"openai",
"pydantic",
"python",
"react",
"rest-api",
"tensorflow",
"websockets"
] | null | [
"http://github.com/Abhibob/flursor"
] | Did Not Place | false | [] |
2546dcff64eb | cal-hacks-12-0 | https://devpost.com/software/signvision-xrgcev | SignVision | Helping the visually impaired navigate pedestrian traffic | Inspiration
Helping
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for SignVision | [
"python"
] | https://www.youtube.com/embed/Wc2ocYFzyRI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Sanjith0/signvision-ar"
] | Did Not Place | false | [
{
"repo": "Sanjith0/signvision-ar",
"content": "# SignVision Hybrid AR 🚀⚡\n\n**Real-time hybrid AR object detection** - Fast local YOLO + Accurate Gemini refinement!\n\n## 🎯 Hybrid Architecture\n\n```\n┌─────────────────────────────────────────────┐\n│ COCO-SSD (Local) → Instant AR Overlays │\n│ ⚡ 1... |
0f22859158d9 | cal-hacks-12-0 | https://devpost.com/software/admind-tmg0pb | AdMind | AdMind: Real-time creative intelligence for better ad performance. | Inspiration
We started with a simple question: what if ad platforms didn’t just track outcomes, but actually understood the creative itself? AppLovin’s Axon optimises in real time, yet the “what’s inside the ad” signal is often shallow—logos, a few labels, maybe some OCR. We wanted to turn every image and video into a ... | [
"express.js",
"gemini",
"keras",
"node.js",
"python",
"react",
"tensorflow"
] | null | [] | Did Not Place | false | [] |
35139ced2dd9 | cal-hacks-12-0 | https://devpost.com/software/doryo | Doryo | Doryo is an AI coworker that joins your team’s chat, collaborating in real time with multiple users to brainstorm, plan, and execute ideas seamlessly in one shared space | Doriyo: Your AI Coworker in Every Conversation
Table 128
🧠 Inspiration
In today’s remote and hybrid world, collaboration often feels fragmented — scattered across chat tools, notes, and task managers. We wanted to reimagine what it means to “work together” when one of your teammates is an intelligent agent.
Doriyo
(ドリ... | [
"claude",
"composio",
"fastapi",
"letta",
"littio",
"python",
"react"
] | https://www.youtube.com/embed/dtu02_wW0GE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/decoder3064/Cooworker",
"https://github.com/namnbk/CalHacks_Backend_Letta_Agent"
] | Did Not Place | false | [
{
"repo": "decoder3064/Cooworker",
"content": "Conversational Workspace – Project Template Documentation\nA voice/text-first collaborative workspace where multiple users interact with an AI Agent that can listen, answer (@ask), and act (@act) using connected tools (GitHub, Notion, Google Drive/Sheets) via C... |
d87151d16a1e | cal-hacks-12-0 | https://devpost.com/software/sura-ai | sura.ai | Your Autonomous Multi-Agentic Infrastructure Immune System | Inspiration
The project was inspired by the critical need to eliminate human-in-the-loop dependencies during major infrastructure outages. We aimed to build a system capable of handling complex, cascading failures—like the simulated "CrowdStrike-style faulty update" and "AWS-style availability zone failure" scenarios i... | [
"claude",
"creao.ai",
"fastapi",
"fetch.ai",
"lavagateway",
"python",
"uagents"
] | https://www.youtube.com/embed/2i-3o5J2dII?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ananya-arv/sura-ai"
] | Did Not Place | false | [
{
"repo": "ananya-arv/sura-ai",
"content": "# SuraAI: Autonomous Multi-Agentic Infrastructure Immune System\r\n\r\n<p align=\"center\">\r\n<img width=\"682\" height=\"321\" alt=\"SuraAI Architecture Diagram\" src=\"https://github.com/user-attachments/assets/b6d14e91-1990-4c1e-9777-516c8a212280\" />\r\n</p>\... |
338eb73ce4fc | cal-hacks-12-0 | https://devpost.com/software/gogetthatjob | GoGetThatJob | Kill the job-hunt time tax. We find, fit, apply, and follow up, automatically. | SPONSORPATH - 500 WORD OVERVIEW
THE PRODUCT
AI-powered job application automation that turns 20 hours of form-filling into 20 minutes of actual work. Apply to 100 jobs while you sleep. Stop wasting weekends on applications. Get back to building.
What it does:
Automatically fills out entire job applications (every field... | [
"python"
] | null | [
"https://github.com/mantavya0807/v0-modern-agency-website-liquid"
] | Did Not Place | false | [] |
f4633bfe02fe | cal-hacks-12-0 | https://devpost.com/software/githired | Githired | Git-Hired uses AI to analyze real GitHub activity — projects, commits, and code quality — to show startups who’s genuinely skilled. We replace résumés and traditional coding tests with proof of work. | Inspiration
Most startups don’t care how well you solve a random algorithm problem — they care how quickly and effectively you can ship real code.
But today’s hiring tools still test engineers in ways that say nothing about how they actually build.
That’s why we built Git-Hired — the future of hiring developers.
What i... | [
"brightdata",
"chromadb",
"claude",
"letta",
"nextjs",
"python",
"react",
"typescript",
"vercel"
] | https://www.youtube.com/embed/bajCGzs3QBk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.githired.tech/"
] | Winner Composio: Best Use of Composio Toolrouter | true | [] |
08c5d6898f5f | cal-hacks-12-0 | https://devpost.com/software/tribe-kgxhoq | Tribe | The GitHub for model contexts. | Inspiration
We wanted to create a platform that helps people discover and share useful frameworks through distilled, crowdsourced model contexts.
What it does
Tribe is a collaborative platform that enables developers to share, discover, and refine AI model contexts and prompt frameworks through community curation and c... | [
"typescript"
] | https://www.youtube.com/embed/Je_LZ6iw6NE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
014b9f836883 | cal-hacks-12-0 | https://devpost.com/software/eon-earth-saga | Eon - Earth Saga | Explore the world through environmental data and interactive storytelling | Inspiration
I built EON to make environmental data more engaging by turning it into stories. Our goal was to turn complex climate information into clear, human-centered narratives that make global conditions more relatable and actionable.
What it does
EON provides a 3D globe showing 222+ regions with near real-time env... | [
"anthropic-claude-api",
"express.js",
"fish-audio-tts",
"node.js",
"open-meteo-api",
"openweathermap-api",
"react",
"react-globe-gl",
"tailwind-css",
"three.js",
"typescript",
"vercel",
"vite"
] | https://www.youtube.com/embed/Wu_rzhCkWtI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Cmk31311/Eon",
"https://eon-six.vercel.app/"
] | Did Not Place | false | [
{
"repo": "Cmk31311/Eon",
"content": "# 🌍 EON - Earth Saga\n\n> **Interactive Environmental Data Visualization & Claude AI-Powered Storytelling**\n\nAn immersive web application that transforms real-time environmental data from 222+ global regions into dynamic, Claude AI-generated narratives with multi-voi... |
End of preview. Expand in Data Studio
devpost-hacks
A collection of hackathon project submissions scraped from Devpost, enriched with the README files of any GitHub repos linked from each project.
Intended for research use only (e.g. evaluating LLM judges, training project-summarization models, studying what wins hackathons.)
Configurations
| Config | Rows | Winners | With READMEs |
|---|---|---|---|
all (default) |
2222 | 363 | 1358 |
cal-hacks-12-0 |
694 | 100 | 352 |
hackgt-12 |
272 | 25 | 171 |
hacktech-by-caltech-2026 |
61 | 0 | 46 |
madhacks |
55 | 10 | 32 |
madhacks-fall-2025 |
111 | 13 | 77 |
pennapps-xxv |
98 | 25 | 63 |
treehacks-2024 |
319 | 58 | 192 |
treehacks-2025 |
248 | 70 | 185 |
treehacks-2026 |
364 | 62 | 240 |
hacktech-by-caltech-2026 has zero winners because results were not yet announced
on Devpost at scrape time.
Schema
| Field | Type | Notes |
|---|---|---|
project_id |
string | First 12 hex chars of sha1(url) |
hackathon |
string | Hackathon slug (matches the config name) |
url |
string | Devpost project URL |
title |
string | |
tagline |
string | One-line summary on Devpost |
description |
string | Full Devpost project write-up |
built_with |
list<string> | Tags the team used (react, python, ...) |
video_link |
string | Demo video URL if any |
other_links |
list<string> | All non-video links from the project page |
results |
string | Award label (Winner, Did Not Place, etc.) or null |
is_winner |
bool | True iff Devpost flagged any award as a "winner" |
readmes |
list<struct> | GitHub READMEs for repos linked under other_links |
The readmes struct fields:
repo—owner/repocontent— README markdown, truncated to 6000 chars (with[... truncated]marker)truncated— bool
Loading
from datasets import load_dataset
ds = load_dataset("twangodev/devpost-hacks") # all hackathons
ds = load_dataset("twangodev/devpost-hacks", "treehacks-2026") # one hackathon
Sources & licensing
This dataset aggregates content from two upstream sources, neither of which has a single uniform license:
- Devpost project pages - Project text (title, tagline, description, links, results) is authored by the participating teams. We include this content here under a fair-use / research-use rationale.
- README files: Each README inherits the license of its repository.
Because of (2) in particular, we cannot apply a uniform open license to this dataset.
Takedown & Removal Requests
If you are the author of a project (or a maintainer of a linked repo) and would like your content removed from this dataset, email contact@twango.dev with the project URL or repo slug. We will remove it from the next release.
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