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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",
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] | 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... |
8c18f9c5acfc | cal-hacks-12-0 | https://devpost.com/software/finny-6flrzc | Finny | Ai CFO | \documentclass[12pt]{article}
\usepackage[a4paper,margin=1in]{geometry}
\usepackage{parskip}
\title{FINNY — Your AI-Native CFO}
\author{}
\date{}
\begin{document}
\maketitle
\section*{💡 Inspiration}
Startups bleed money, not because they don’t raise — but because they don’t manage burn until it’s too late. Founders ar... | [
"lava"
] | https://www.youtube.com/embed/fRZdHzfZcdM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://agent-finny.vercel.app/",
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] | Did Not Place | false | [
{
"repo": "ezazahamad2003/agent-finny",
"content": "<div align=\"center\">\r\n <img src=\"frontend/public/logo.png\" alt=\"Agent Finny Logo\" width=\"200\"/>\r\n <h1>Agent Finny</h1>\r\n</div>\r\n\r\n**AI-powered CFO assistant for startups** - Real-time financial insights with AI-driven automation.\r\n\r\... |
47bb2caf3366 | cal-hacks-12-0 | https://devpost.com/software/synthtrial-studio | SynthTrial Studio | Clinical data is slow and error-prone. SynthTrial Studio lets you generate realistic synthetic data, auto-enforce constraints, test YAML edit checks, run what-ifs, and auto-draft RBQM/CSR. | SynthTrial Studio — Constraint-aware synthetic EDC with auto-repair, what-if efficacy, RBQM & CSR
Short description
Spin up realistic clinical trial datasets (no PHI), validate & auto-repair, test YAML edit checks, explore what-ifs, and auto-draft RBQM/CSR docs—all in one Streamlit app.
Elevator pitch (≤200 chars)
Clin... | [
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"python",
"statistics",
"vision"
] | null | [
"https://github.com/nitishhrms/SyntheticTrialStudio"
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{
"repo": "nitishhrms/SyntheticTrialStudio",
"content": "# SynthTrial Studio\n\nConstraint-aware synthetic EDC for clinical trials—featuring data generation (rules/LLM/generative), YAML edit checks, auto-repair, what-if efficacy simulation, RBQM site roll-ups, TMF helpers, SDTM export, and CSR draft generat... |
9dadb7a06e31 | cal-hacks-12-0 | https://devpost.com/software/vibe-street | Vibe Street | "A Spotify for Neighborhoods" An application that understands your identity and recommends the neighborhood that matches your vibe! | As an international student, finding the best place to live close to your college campus from a different continent is very hard. You just never know which neighborhood will best match your vibe. That's where vibeStreet steps in. It acts as an agent that uses minimal input to understand your needs and prioritizes key d... | [
"anthropic"
] | https://www.youtube.com/embed/1jdER2snXec?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/siddharths09/vibeStreet"
] | Did Not Place | false | [] |
e980d577bdc4 | cal-hacks-12-0 | https://devpost.com/software/civicgrid | CivicGrid | A system for creating city service request fully automated and handle by AI. | Inspiration
City makes thing messy
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for CivicGrid | [
"python"
] | https://www.youtube.com/embed/mSX3OyW9Rao?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
c876ab60a238 | cal-hacks-12-0 | https://devpost.com/software/unicon | UniCon | A universal context layer that unifies human experience with AI intelligence, bridging the physical and digital divide. | UniCon - DevPost Submission Content
Inspiration
We've all experienced that frustrating moment when our AI assistant asks "What did you say?" or provides generic advice that completely misses the context of what we're actually doing. The problem? AI lives in a digital bubble, completely blind to our physical reality.
Im... | [
"agentverse",
"asi:one",
"claude",
"fetch.ai",
"omi",
"python",
"reka.ai"
] | https://www.youtube.com/embed/MZLzvN3vmtI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Parth0248/never-be-alone"
] | Did Not Place | false | [
{
"repo": "Parth0248/never-be-alone",
"content": "# UniCon 👀\n\n> **An Intelligent Multimodal AI Companion System**\n\nStreamline interaction between Humans and AI in both digital and physical world with Open Source Wearable AI devices.\n\nBuilt at **Cal Hacks 2025** - October 25-26, 2025\n\n## Overview\n\... |
98c49ec9eac5 | cal-hacks-12-0 | https://devpost.com/software/learnr-x8bpqd | Learnr | Change how you learn forever | Inspiration
We wanted to create an AI tutor that doesn’t just give answers but actually helps students understand. Everyone learns differently — some people learn best through visuals, others by doing, and others by hearing explanations. Most AI tools today only focus on text. We wanted to build something that can see ... | [
"claude",
"groq",
"mongodb",
"node.js",
"react"
] | https://www.youtube.com/embed/wfLoJB1EK-Q?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/DevoutSomething/CalHacks2025"
] | Did Not Place | false | [
{
"repo": "DevoutSomething/CalHacks2025",
"content": "# 🧠 Learnr – Learn Smarter, Not Harder\n\n> Experience the future of education with AI-powered interactive learning. \n> Visualize concepts, take quizzes, and master any subject with personalized guidance.\n\n\n## 🚀 Overview\n\n**Learnr** is an intell... |
71a6919a3b36 | cal-hacks-12-0 | https://devpost.com/software/eigencoach | EigenCoach | What if we can generate an agentic AI tutor for any exam in the world? | Inspiration
Joe, one of our members, used to teach in public schools in Brazil, where he grew up. He witnessed first-hand the biggest struggle students there face: exam prep for the national examination.
Every year, over 7 million students prepare for the high-stakes Brazilian ENEM exam each year. But public school stu... | [
"claude",
"claudeagentsdk",
"fastapi",
"mcp",
"mysql",
"pydantic",
"python",
"react",
"vite"
] | https://www.youtube.com/embed/w2PF-A-kz0k?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sawansri/calhacks-eigen-coach-backend",
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] | Did Not Place | false | [
{
"repo": "sawansri/calhacks-eigen-coach-backend",
"content": "# Eigen Coach Backend\n\nAI-powered tutor for exam prep. Built for Brazilian public schools where students lack resources for private tutors and standardized test preparation materials.\n\n## 🎯 Core Features\n\n- **Time-Aware Study Planning**: ... |
62b02dff4d9a | cal-hacks-12-0 | https://devpost.com/software/finmod | FinMod | Best agentic model for Excel generation, schema-aware, deterministic recipes that write correct formulas, fix models, and run reliably across Office.js on Mac and Windows. | The project was inspired by the large pricing gap between consumer-grade and enterprise-grade Excel automation tools. Most enterprise solutions charge over $2,000 per seat, leaving no accessible option for individuals or small teams. To solve this, I built my own Excel generation model that delivers enterprise-level pr... | [
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"langchain",
"langgraph",
"office.js",
"openai-gpt-5",
"pydantic",
"react",
"vite"
] | https://player.vimeo.com/video/1130679350?byline=0&portrait=0&title=0#t= | [
"https://github.com/atoutziaridis/calhacks12"
] | Did Not Place | false | [] |
10cc3f14789e | cal-hacks-12-0 | https://devpost.com/software/moli | Moli | The world is your classroom - AR Language learning | Inspiration
Between learning languages in school, or utilizing Duolingo, there is one big pain point - immersion. You learn a lot about the language, but much of it might not be practical for you. That’s why we created Moli, where the world around you becomes your classroom.
What it does
Moli allows you to immerse your... | [
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"huggingface",
"javascript",
"lens-studio",
"livekit",
"snap-spectacles-sdk",
"snapchat",
"supabase",
"twilio",
"typescript"
] | null | [
"https://github.com/AnishKamatam/CalHacksProject"
] | Did Not Place | false | [] |
15966c66ca54 | cal-hacks-12-0 | https://devpost.com/software/ar-blackjack | Ventiuno | Ventiuno — uses Meta Vision Gen-2 to recognize cards in real time and delivers audio instructions on optimal play. Fast CV feedback + analytics for optimized play. | Inspiration
We went on a trip to Mexico where we got to visit a casino for the first time together. Since we were new to the game, we all played with our phones out—checking the optimal way to play, analyzing our hands, and even trying to count cards. When we later saw the Meta Ray-Bans, we immediately thought about th... | [
"computer-vison",
"meta-ray-band",
"python",
"react",
"yolo"
] | https://www.youtube.com/embed/ToenWcX5OZs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/poker-calhacks/full-workflow"
] | Did Not Place | false | [
{
"repo": "poker-calhacks/full-workflow",
"content": "# Real-time Computer Vision Blackjack Strategy Advisor\n\nA real-time blackjack strategy advisor that combines computer vision, AI-powered card detection, and Game Theory Optimal (GTO) decision-making to provide optimal play recommendations. Features han... |
4b7656443962 | cal-hacks-12-0 | https://devpost.com/software/bsquirrel | BSquirrel | Keep yourself happy to keep your squirrel happy! | Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for BSquirrel | [
"swift"
] | https://www.youtube.com/embed/9iGoDNlKY-g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
6cf884f4e4ee | cal-hacks-12-0 | https://devpost.com/software/buckit-l28hvx | Buckit | Buckit is a social app that turns forgotten bucket list items into shared experiences, using AI to find the next personalized challenge you’ll actually follow through on. | Inspiration
We all have those things we’ve been wanting to do, the weekend trip we’ve postponed, the restaurant we’ve been saving “for when we have time.”
But the truth is: we rarely do them.
In a world where the economy is uncertain, workloads are heavier than ever, and burnout has become the norm, most of us feel too... | [
"expo.io",
"joblib",
"numpy",
"pandas",
"postgresql",
"react",
"scikit-learn",
"supabase"
] | https://www.youtube.com/embed/dqLuAI0mO38?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/dvdawg/buckit"
] | Did Not Place | false | [
{
"repo": "dvdawg/buckit",
"content": "# Buckit\nBuckit is a social app that turns forgotten bucket list items into shared experiences, using AI to find the next challenge you’ll actually follow through on.\n\nWe all have those things we’ve been wanting to do, the weekend trip we’ve postponed, the restauran... |
2bcd8cabd66e | cal-hacks-12-0 | https://devpost.com/software/aquacalm-ai | Aquacalm AI | An AI therapist assistant with real time conversation | Inspiration
We are student so, we go through lot of stress and sometimes anxiety when the results comes out.
What it does
It's a therapist
How we built it
using FishAudio API for the TTS, SST , Voice Cloning and Claude API for our LLM usage for the system prompts
Accomplishments that we're proud of
Integration of FishA... | [
"c++"
] | null | [
"https://github.com/falcon-140/Aquacalm-AI"
] | Did Not Place | false | [] |
bf7ff6d9c272 | cal-hacks-12-0 | https://devpost.com/software/fregister | Fregister | A end to end smart companion for your fridge with fullstack web console, computer vision ML, and most of all, your tailored AI agent for shopping and meal plannings | Inspiration
Pain point on grocery shopping and tracking
What it does
An AI agent managing your groceries in your fridge, with a live video item identification and a web interface managing preference profile, chat and inventory
How we built it
We have an end to end solution including 4 main parts, a camera installed to ... | [
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"langchain",
"langgraph",
"multi-agent",
"nestjs",
"nextjs",
"python",
"rag",
"supabase",
"typescript",
"yolo"
] | https://www.youtube.com/embed/0Qm0h3QWimc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
d4737b2189f4 | cal-hacks-12-0 | https://devpost.com/software/culturo-r9yg0p | Culturo | Cultural Immersion on Steroids | Inspiration
One of the ways that people going about learning about culture is by learning language. This is partially because that is probably the most streamlined way to do so and there are a plethora of resources for language learning. What we wanted to do is different. We want to give users an opportunity to learn t... | [
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] | https://www.youtube.com/embed/0ZGMvzPsD5w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/VibhorN/Culturo"
] | Did Not Place | false | [
{
"repo": "VibhorN/Culturo",
"content": "# Cultura: Your Cultural Immersion Platformura\n\nCultura is a comprehensive cultural immersion application that provides rich, **real-time** content about countries including movies, news, music, food, attractions, and interactive trivia. All data is aggregated from... |
19e2034cd6af | cal-hacks-12-0 | https://devpost.com/software/one-prompt-startup-x-ops-x | One Prompt Startup -X (OPS-X) - table 246B | OPS-X turns a single prompt into a deployable startup MVP in minutes. It coordinates AI agents for frontend, backend, manages GitHub workflows, reviews code, & builds your startup from idea to launch. | Inspiration
We were inspired by how quickly AI can generate prototypes but how slowly real, collaborative products still come together. At every hackathon, we saw brilliant teams lose time switching between tools, rebuilding projects after every change, and managing communication across frontend, backend, and design co... | [
"chroma",
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] | https://www.youtube.com/embed/w-Kt3MCB_Tc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
bbc39165b9cc | cal-hacks-12-0 | https://devpost.com/software/sigai | SIGAI | Many businesses fail not because of poor market fit, but because of poor marketing. SigAI will bridge this gap, taking businesses to the next level with its detailed solution. | AdIntel is a project made for businesses to grow their marketing, almost like its own marketing consultant. Many startups have great products but are unable to reach a market. Much potential is wasted due to poor marketing, and I wanted to bridge this gap. I was inspired to build something that had both real value and ... | [
"javascrip",
"python",
"react"
] | https://player.vimeo.com/video/1130687200?byline=0&portrait=0&title=0#t= | [] | Did Not Place | false | [] |
c2847a021726 | cal-hacks-12-0 | https://devpost.com/software/smartpantry-5b8cix | SmartPantry | Hungry, Out of Ideas. Have no fear, SmartPantry is Here | Inspiration
We as college students are always in a rush, with limited cooking experience. So we decide to make an app to fix this problem and create cooking recipes based on the ingredients present.
What it does
First, the user takes a picture of their fridge or pantry. As well as add ingredients manually if they want.... | [
"python",
"typescript"
] | null | [] | Did Not Place | false | [] |
0b4e336545a9 | cal-hacks-12-0 | https://devpost.com/software/gitsui | GitSui | A GitHub App that automatically reviews and rewards merged pull requests with Sui payments based on AI-evaluation (using CodeRabbit + OpenAI). | Inspiration
Personally wanted to explore the intersection between AI and Blockchain and began exploring the AI companies that currently exists. While setting up my GitHub, saw the side-jobs that I did at my internship(turtle.xyz) and the idea came to make it easier to get paid with open-source projects
The goal of this... | [
"bash",
"javascript",
"yaml"
] | null | [
"https://github.com/apps/git-sui"
] | Did Not Place | false | [] |
6451614e365f | cal-hacks-12-0 | https://devpost.com/software/buns | Buns | Bridging the gap between Augmented Reality and Hardware. Meet Buns, your AR controlled hardware assistant - powered by Snap Spectacles. Point, pinch, and watch the physical world respond. | Inspiration
The inspiration came from wanting to give AR experiences tangible, real-world presence. While AR is immersive, it's still confined to the digital realm - we wanted to break that barrier and let users interact with physical objects through their Spectacles, creating a true bridge between the virtual and phys... | [
"arduino",
"c++",
"snap",
"spectacles",
"typescript"
] | https://www.youtube.com/embed/Iv2yCvOwx_I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/FeoluK/Buns"
] | Did Not Place | false | [] |
59ac1ec5a774 | cal-hacks-12-0 | https://devpost.com/software/legendide | legendIDE | An AI-powered Web IDE where you can vibe code with your team and share context effortlessly in real time. | Inspiration
We’ve all hopped between tabs—editor, terminal, Slack, PR reviews—just to keep teammates in sync. We wanted a place where context travels with the code: live collaboration, AI that remembers decisions, and instant search over what changed and why.
What it does
legendIDE (aka VibeCode) is a collaborative AI ... | [
"claude",
"coderabbit",
"elasticsearch",
"letta",
"python",
"react"
] | https://www.youtube.com/embed/WtCWy65nESM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://legend-ide.vercel.app/"
] | Winner Letta: Honorable Mention | true | [] |
8c75d5eebcec | cal-hacks-12-0 | https://devpost.com/software/bio-for-dummies | Bio for Dummies | Our AI agent explains complex biology topics to the average layman, helping with scientific education! | Inspiration + What it does
We originally planned to build a protein-protein interaction predictor. If you don't know what that is, don't worry. No one else on the team did either besides the bio student who pitched the idea! After spending hours discussing biology, from antibodies and vaccines to the spread of medical ... | [
"anthropic-api",
"claude",
"python"
] | null | [
"https://github.com/dez2003/bio-for-dummies/tree/main"
] | Did Not Place | false | [
{
"repo": "dez2003/bio-for-dummies",
"content": "# Bio for Dummies - LiveKit Voice Agent\n\nReal-time voice agent for explaining biomedical terms using LiveKit, OpenAI, and ElevenLabs.\n\n## Architecture\n\n```\nExtension (LiveKit Client) ←→ LiveKit Cloud ←→ Agent (Node.js)\n ↓ publishes audio ... |
aa25a431760e | cal-hacks-12-0 | https://devpost.com/software/braillience | Braillience | Braillience makes studying accessible for blind students with voice-controlled flashcards, screen reader support, and AI-generated study materials for inclusive, hands-free learning. | About Braillience
🧠 What It Does
Braillience is an accessible flashcard learning platform for blind and visually impaired college students. It enables fully voice-driven studying with
AI-generated flashcards
,
speech navigation
, and
screen reader support
. Users can upload PDFs, generate flashcards, and learn hands-f... | [
"claude",
"css3",
"gemini",
"html",
"javascript",
"letta",
"node.js",
"react",
"typescript",
"vapi"
] | https://www.youtube.com/embed/1WcWxWYDlo8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Pavanmahaveer7/Braillience"
] | Did Not Place | false | [
{
"repo": "Pavanmahaveer7/Braillience",
"content": "# 🧠 Braillience \n\n\n![Node.js](https://img.shields.io/badge/Backend-N... |
b4498f447db3 | cal-hacks-12-0 | https://devpost.com/software/itinerseek | Itinerseek | Our app, called itinerseek, aims to help users plan their own trip based on their budget. | Most people love to travel; however, it is not always fun to look at your empty wallet, calculate the money of each part carefully and have to plan out every hour of your day, especially when you could spend your time deciding on your vacation outfits. So our goal with our app is to make this tedious planning task easi... | [
"css",
"java",
"python"
] | null | [
"https://travelplannercalhacks-production.up.railway.app/"
] | Did Not Place | false | [] |
8e0e42c55f4a | cal-hacks-12-0 | https://devpost.com/software/branchgpt | BranchGPT | sfsd | Inspiration
What it doesfasds
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for BranchGPT | [
"react"
] | https://www.youtube.com/embed/DOO3iP6g4O4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
ba88b71ca3e4 | cal-hacks-12-0 | https://devpost.com/software/artifact-4sw8x7 | Artifact | Artifact verifies the authenticity of digital videos using AI, detecting deepfakes and manipulated content in real time to restore trust in what we see online. | Inspiration
With the rise of tools like Sora AI, the internet is being flooded with AI-generated videos — many of which blur the line between creativity and misinformation. We noticed how difficult it’s become for users to tell what’s real and what’s artificially created. This inspired us to build Artifact, a tool that... | [
"claude",
"cv",
"huggingface",
"node.js",
"python",
"pytorch",
"react",
"snapdev",
"tailwindcss",
"toolhouse",
"typescript"
] | https://www.youtube.com/embed/ov8qmpLXYac?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ArtiFACT-CalHacks/artifact"
] | Did Not Place | false | [
{
"repo": "ArtiFACT-CalHacks/artifact",
"content": "# Binary AI Video Classification\n\nA simple binary classifier to detect AI-generated videos using EfficientNet-V2-L and ConvNeXt-Base models with adaptive frame extraction.\n\n## Setup\n\n1. Install dependencies:\n```bash\npip install -r requirements.txt\... |
3aa3eb23337a | cal-hacks-12-0 | https://devpost.com/software/mypace-sensory-overload-predictor-app | MyPace - Sensory Overload Predictor App | MyPace helps people with ADHD, autism, and sensory sensitivities find comfortable public spaces. Users crowdsource real-time data on sound levels, lighting, and crowd density. | As someone with ADHD, I know the anxiety of walking into a café not knowing if it'll be overwhelming. Google Maps tells you where places are, but not what they feel like. Over 15% of the population-people with ADHD, autism, sensory processing differences—need sensory information to feel comfortable in public spaces. My... | [
"expo.io",
"firebase"
] | null | [] | Did Not Place | false | [] |
aa257b1fed3b | cal-hacks-12-0 | https://devpost.com/software/otter | Otter | Decentralizing how humans communicate using SUI | Inspiration
The Web3 ecosystem is powerful but fragmented. Traders use one platform, communities gather on another (like Discord or Telegram), and blockchain insights require a third tool. We were inspired to create a single, comprehensive platform that unifies these critical functions. Our goal was to build a "super-a... | [
"css",
"dapp",
"fetch.ai",
"lucide",
"move",
"node.js",
"postgresql",
"radix",
"react",
"smart-contracts",
"sui",
"supabase",
"tailwind",
"typescript",
"vite",
"vue"
] | https://www.youtube.com/embed/a123pX0egfc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/haotianli24/sui-otter/",
"https://sui-otter.vercel.app/"
] | Winner Sui: Best Use of Sui | true | [
{
"repo": "haotianli24/sui-otter",
"content": "# Otter: Decentralized Trading & Community Platform on Sui\n\n## Usage Guide \n- Download Slush Wallet from google chrome store \n- Make sure your network is set to TESTNET \n- Connect your wallet! \n\n## 🎯 Overview\n\nOtter is a comprehensive decentralized pl... |
6013c478bcca | cal-hacks-12-0 | https://devpost.com/software/compass-companion-38zo1j | Compass Companion | Compass companion is a complete end-to-end navigation tool featuring dedicated hardware compass, voice guidance, safety analysis, and intelligent landmark discovery. | Inspiration
Upon arriving to the beautiful Bay Area, one of my hungry friends jokingly said, "
I wish there was a compass that always pointed to the nearest pizza place
". Although the idea seemed silly, it ended up becoming the foundation for the
Compass Companion
.
What it does/Features
The
Compass Companion
is a sma... | [
"c",
"css3",
"esp-idf",
"esp32-s3",
"html5",
"javascript",
"mongodb",
"node.js",
"railway"
] | null | [] | Did Not Place | false | [] |
fe4d82d6ca5b | cal-hacks-12-0 | https://devpost.com/software/mira-cs4x2y | Mira | The mirror that talks back | Inspiration
Hardware is something we're interested in. We wanted to come to Cal Hacks with a project that uses hardware in any way, shape, or form. Looking around, we looked for an idea for a project that people will use every day. With this in mind, house style items would fit this category. Everyone has a mirror, whe... | [
"javascript",
"node.js",
"npm"
] | https://www.youtube.com/embed/bAGTwBURBXc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
fc187f0f66c6 | cal-hacks-12-0 | https://devpost.com/software/sequence-j2imte | Sequence | Sequence is the foundation of how trades become easier to learn and safer to perform, building a new foundation for how people learn skilled work — through real, visual experience. | Inspiration
One of our teammates grew up watching their dad, a mechanic, patiently teach people how to fix things. From their experience, we all realized how hard it still is to fix everyday things because most instructions don’t match what you actually see in front of you. Tradespeople often get overlooked, even thoug... | [
"deepgram",
"elevenlabs",
"expo.io",
"gemini",
"react-native"
] | https://www.youtube.com/embed/ZJBi-Km034w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rajaadil07/sequence-frontend"
] | Did Not Place | false | [] |
059f90dfb031 | cal-hacks-12-0 | https://devpost.com/software/cryptoagent-cfo | Cryptoagent - CFO | Analyzes crypto portfolios and generates smart liquidation strategies based on risk tolerance.Uses real-time Gemini Exchange data and Fetch.ai agents to help decisions about converting crypto to cash | PROJECT NAME:
CryptoAgent CFO
TAGLINE:
AI-powered crypto liquidation advisor helping students make smart financial decisions with autonomous agents
CryptoAgent CFO addresses a critical financial challenge facing 10+ million crypto-holding college students: deciding which cryptocurrency assets to liquidate when they urg... | [
"python"
] | https://www.youtube.com/embed/6Pv9YAOo3Ic?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/yuktaablitz/cryptoagent-cfo.git"
] | Winner Postman | true | [] |
c281af2caf50 | cal-hacks-12-0 | https://devpost.com/software/neurovoice | NeuroVoice | AI-powered early detection of Parkinson’s disease through voice analysis. | Inspiration
Parkinson’s disease affects millions worldwide, yet early detection remains a major challenge. Medical diagnosis often relies on clinical symptoms that appear after significant neurological damage has already occurred.
We were inspired by the fact that voice patterns change subtly in the early stages of Par... | [
"matplotlob",
"numpy",
"pandas",
"python",
"scikit-learn",
"streamlit"
] | https://www.youtube.com/embed/7upHDhAmkqU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Shivaanthecoder/hackathon-.git"
] | Did Not Place | false | [] |
78f296dd926e | cal-hacks-12-0 | https://devpost.com/software/ad-feature-challenge | Ad-Feature-Challenge | Fast, Robust, and Distinctive Feature Extraction for AppLovin | Inspiration
We saw AppLovin’s challenge as an opportunity to help Axon understand
what makes a creative work
— not just who to show it to. Our team loves multimodal modeling and wanted to bring more interpretable intelligence into real-time ad recommendations.
What it does
Our system converts each ad (image or video) i... | [
"jupyter",
"matplotlib",
"numpy",
"pytorch",
"scikit-learn"
] | https://www.youtube.com/embed/G2quDywJEVo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.canva.com/design/DAG232BA2qI/Oriw0faYpuTGAVrfKlQLAg/edit?utm_content=DAG232BA2qI&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton",
"https://drive.google.com/file/d/1hu5jRldgn0yXB-3oFjAGVWi_pctjlQ9t/view?usp=sharing"
] | Did Not Place | false | [] |
e1259ae6bec1 | cal-hacks-12-0 | https://devpost.com/software/loanly-da8ulb | LoanLy | We use non-conventional scoring metrics to help overlooked individuals instead of using a a credit score for loans.DTI (Debt to Income Ratio)Income Stability Employment tenure | # LoanLy: We Care for the Minority
## Inspiration
We were inspired by the stories of hardworking individuals who are denied fair financial opportunities simply because they lack a traditional credit history. Immigrants, students, and those paid in cash often face systemic barriers when applying for loans. We wanted to... | [
"figma",
"googlestudio",
"lettaai",
"python",
"react"
] | null | [
"https://www.figma.com/make/gnn7NBfwpTk2MGV7b11PH9/Dashboard-Layout-Design?node-id=0-1&t=E8fLscNp9AbILA24-1"
] | Did Not Place | false | [] |
392601ffe56d | cal-hacks-12-0 | https://devpost.com/software/navu | Navu | We're redesigning symptom management to better connect patients, physicians, and researchers. | Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Navu | [
"react",
"regeneron"
] | https://www.youtube.com/embed/Rr_CnIfr5u8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://m.youtube.com/watch?v=Rr_CnIfr5u8&t=125s&pp=2AF9kAIB"
] | Did Not Place | false | [] |
dbf8ff83df6c | cal-hacks-12-0 | https://devpost.com/software/accsense | AccSense | Breaking vocal boundaries | Inspiration
Several past research studies have shown that individuals are judged and perceived negatively for the accents they carry. Individuals are further led to feed into these projections when they’re exposed to the plethora of materials online that “guide” them into getting rid of their accent. We built AccSense ... | [
"claude",
"fastapi",
"fishaudio",
"javascript",
"python",
"tailwind",
"websockets",
"whisper"
] | https://www.youtube.com/embed/m0KJbjtrWWg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/gxvill/AccSense"
] | Did Not Place | false | [] |
1f372634445c | cal-hacks-12-0 | https://devpost.com/software/the-unproductivity-tool | The Unproductivity Tool | Tool to keep you unproductive. | Inspiration
we are too productive we need more stim
What it does
every time you try to be productive, our app launches a distraction to keep you off task
How we built it
we used electron to built a semi-transparent overlay that lives on your desktop, keeping you locked out
Challenges we ran into
getting facebook market... | [
"claudecode",
"electron",
"figma",
"javascript",
"puppeteer",
"typescript"
] | https://www.youtube.com/embed/OGF0zfRO-X4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/DannyMang/the-unproductivity-tool"
] | Did Not Place | false | [
{
"repo": "DannyMang/the-unproductivity-tool",
"content": "<img src=\".erb/img/erb-banner.svg\" width=\"100%\" />\n\n<br>\n\n<p>\n Electron React Boilerplate uses <a href=\"https://electron.atom.io/\">Electron</a>, <a href=\"https://facebook.github.io/react/\">React</a>, <a href=\"https://github.com/reactj... |
f31c85ff001e | cal-hacks-12-0 | https://devpost.com/software/chronos-ai | chronos.ai | AI-powered calendar that schedules your life through natural conversation - optimized with constraint programming and synced with Google Calendar. | About the Project
ChronosAI is a CP-SAT-first scheduling assistant. You describe your plans in plain English; the LLM only parses your intent into a strict schema, and a deterministic OR-Tools CP-SAT model does all time math, feasibility, and optimization. The result is explainable, safe scheduling with hard guarantees... | [
"anthropic",
"composio",
"figma",
"google-calendar",
"javascript",
"python",
"react",
"typescript"
] | https://www.youtube.com/embed/72gJioyPEDw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
219470223d2a | cal-hacks-12-0 | https://devpost.com/software/haven-cs0lzq | Haven | Haven is an always-on AI companion that senses anxiety through voice and heart rate, responding instantly with calming talk, breathing cues, and adaptive VR support. | TABLE: 108C
🔗
Full Technical Breakdown & Architecture Diagrams:
👉
Read the full Notion write-up here
(includes system diagrams, tech breakdown, model architecture, and VR shader functions)
Inspiration
According to the
World Health Organization (2023)
, anxiety disorders affect
over 301 million people worldwide
, and ... | [
"anthropic",
"apple-healthkit",
"c#",
"claude",
"coremotion",
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"gemini",
"godot",
"json",
"livekit",
"nats",
"pydantic",
"python",
"redis",
"unity",
"vad"
] | null | [
"https://github.com/CalHacks-Haven"
] | Did Not Place | false | [] |
5c8220e83d3f | cal-hacks-12-0 | https://devpost.com/software/supplysynapse | SupplySynapse | SupplySynapse is an AI-powered multi-agent system that enables autonomous, real-time collaboration across the supply chain—making operations faster, smarter, and fully adaptive. | 🧠 SupplySynapse
SupplySynapse
is an AI-powered, multi-agent supply chain coordination system that replaces manual, siloed operations with autonomous, intelligent collaboration.
Each component of the supply chain — from buying to logistics — is represented by a specialized AI agent that communicates and makes real-time... | [
"fastapi",
"fetchai",
"python",
"react",
"typescript"
] | https://www.youtube.com/embed/BSsKbvfYTu8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
208ee985c4a4 | cal-hacks-12-0 | https://devpost.com/software/proofreader-ai | ProofReader.AI | Bothered by inconsistent and slow responses to your difficult math proofs? Meet ProofReader.ai, an AI grader that leaves in-line comments and the ability to interact with the comments in real-time. | Inspiration
Since our team all takes a proof based math class, a common occurrence we saw with classmates and ourselves is improper help on these strenuous proofs. That’s why we wanted to make a grader that gives proper feedback for these proofs and helps students understand what they are actually doing.
What it does
O... | [
"python"
] | null | [] | Did Not Place | false | [] |
4fb65122cd28 | cal-hacks-12-0 | https://devpost.com/software/mind-nest | Mind Nest | We are proposing a solution to help with introverted overthinking people. With Message simulation and a physical computer extension for soothe and aid. | Inspiration
We wanted to create an intelligent platform that doesn't just simulate conversations but understands them deeply. Traditional chatbots are isolated - they don't learn from interactions, remember context across sessions, or provide meta-insights. Mind Nest was born from the vision of creating an AI ecosystem... | [
"janitor",
"yc"
] | https://player.vimeo.com/video/d9b136c80d?byline=0&portrait=0&title=0#t= | [] | Did Not Place | false | [] |
dbfbf92b245e | cal-hacks-12-0 | https://devpost.com/software/duckmaster | Duckmaster | The greatest interactive AI dungeon master! | We made a AI dungeon master that has the ability to dispense coins and read dice rolls. This came as a passion project for 3 D&D fans that wanted to challenge ourselves as first time hackers! | [
"arduino",
"claude",
"javascript",
"picamera",
"python",
"raspberry-pi"
] | https://www.youtube.com/embed/OFNV3VMV5bc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
e6845dd43a28 | cal-hacks-12-0 | https://devpost.com/software/lingua-coach-ai | Lingua Coach AI | Language Assistance for Non-Native Speakers | ACTUAL VIDEO LINK:
https://www.loom.com/share/e4f782ffbb1a4242a05a9eba13f00f1c
Inspiration
Our inspiration for building Lingua Coach AI came from the desire to help people feel more confident and comfortable communicating in a non-native language. We recognized that many language learners struggle not only with vocabul... | [
"deepgrams",
"fishaudio",
"gpt",
"javascript",
"openrouter",
"react"
] | https://www.youtube.com/embed/1a-YOkVIW_M?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/steven-vu24/AI_Language_Coach/blob/main/client/src/views/Analysis.jsx"
] | Did Not Place | false | [] |
c75cacd59c67 | cal-hacks-12-0 | https://devpost.com/software/fred67 | fred67 | fred67 is a group-chat AI that knows when to jump in, and when to stay quiet, while building living profiles of each member and the overall group’s vibe. | Inspiration
Group chats are noisy. Most bots make it worse—talking too much, at the wrong times, with zero sense of vibe. We wanted an AI that behaves like a considerate teammate: quick when helpful, silent when not, and actually learns the people in the room.
What it does
Selective speaking:
Decides when to chime in (... | [
"jllm",
"letta",
"nextjs",
"oauth",
"supabase"
] | https://www.youtube.com/embed/W_jb6N3ki-s?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.fred67.tech/",
"https://github.com/xntle/calhacks"
] | Did Not Place | false | [
{
"repo": "xntle/calhacks",
"content": "## Inspiration\n\nGroup chats are noisy. Most bots make it worse—talking too much, at the wrong times, with zero sense of vibe. I wanted an AI that behaves like a considerate teammate: quick when helpful, silent when not, and actually learns the people in the room.\n\... |
41ccb937a596 | cal-hacks-12-0 | https://devpost.com/software/perfectshot-ai | PerfectShot AI | PerfectShot AI is your ultimate game changer for taking aesthetic-looking photos, it tells the user on how to click that perfect shot, using different parameters and suggesting intelligent AI tips. | PerfectShot AI
Inspiration
It was our first time in San Francisco. The sun was shining, the city looked beautiful, and we just wanted to capture the perfect moment. But there was one problem: both of us are terrible photographers. Every picture was either overexposed, tilted, or poorly framed. Instead of giving up, we ... | [
"anthropic",
"ava",
"groq",
"kotlin",
"machine-learning",
"python",
"yolo"
] | https://www.youtube.com/embed/OZGlCR5Jano?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
9700ca857ed3 | cal-hacks-12-0 | https://devpost.com/software/yurolabs | YuroLabs | Lovable for models, go from prompt to a full model. | YuroLabs
From Prompt to Production — Automating the Entire ML Pipeline
YuroLabs is an AI platform that lets anyone — technical or non-technical — create, train, and deploy custom machine learning models simply by describing them in natural language.
Behind the scenes, YuroLabs automates dataset discovery, synthetic dat... | [
"cli",
"django",
"fastapi",
"gcp",
"lava",
"mcp",
"pip-library",
"postgressql",
"postman",
"react",
"stable-diffusion",
"synthetic-data-generation",
"testflight"
] | https://www.youtube.com/embed/DqFsjsIVhr8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/JaySids/vidToMod",
"https://github.com/ryanManocha/FrontendLovableModels",
"https://github.com/adavyas/calhacks-backend",
"https://github.com/adavyas/PyPI-Backend/settings",
"https://github.com/adavyas/yurolabs-pypi",
"https://github.com/adavyas/calhacks-backend/settings"
] | Did Not Place | false | [] |
68c831f87805 | cal-hacks-12-0 | https://devpost.com/software/mindly-m2s847 | Mindly | Your personal mental health companion 💜 | Inspiration
Our inspiration comes from wanting to help the people that face a lack of resources or those in places where mental health is taboo and not as accessible. Different features offered at no cost to users makes it easier for them to gain access to help. Whether it’s a simple breathing exercise or small chats w... | [
"react"
] | https://www.youtube.com/embed/pQKKO2Qgfj8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
61ca0b1b372b | cal-hacks-12-0 | https://devpost.com/software/marketo-4vtm2c | Marketo | Operating System for Marketing | Marketo - AI-Powered Marketing Automation Platform
💡 Inspiration
Every startup founder knows the struggle: you're in back-to-back meetings discussing exciting milestones—a new funding round, a product launch, a major partnership—but by the time the meeting ends, that marketing opportunity is lost in a sea of notes and... | [
"agentic",
"go",
"react",
"reactdnd",
"temporal"
] | https://www.youtube.com/embed/kdHoEjgDHzQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
fd000294ac12 | cal-hacks-12-0 | https://devpost.com/software/wildfire-forecast-prediction-with-second-order-markov-chain | Wildfire forecast prediction with second order Markov chain | This project sought to create an original method to predict the likelihood of wildfires in a region given past air quality and smoke presence training data. | This project is a basic wildfire forecast predictor using second order Markov chains. It is more of a proof-of-concept type of project but demonstrates that predictions can be obtained using relatively little math and computing power, only relying on a small amount of past data. It uses an input file containing daily A... | [
"python"
] | https://www.youtube.com/embed/gBh0uSEAhkI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
47f10b3905ef | cal-hacks-12-0 | https://devpost.com/software/onwise | OnWise | Building digital confidence and empowering communities to navigate the online world critically and safely. | OnWise
Interactive Digital Literacy Platform
Team Members:
Himansi, Sathwika, Unnati, Jamera
Inspiration
Our inspiration for
OnWise
came from a casual conversation about our parents and their online presence—especially on Facebook. We were laughing about how our moms love to send us interesting reels or posts that aren... | [
"expo.io",
"groq",
"javascript",
"json",
"livekit",
"openai",
"python",
"react-native",
"stt",
"tts",
"typescript",
"zod"
] | https://www.youtube.com/embed/Vl1TD4VOFbc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
b61f92d87c96 | cal-hacks-12-0 | https://devpost.com/software/dwelligence | Dwelligence | An AI-powered property search that combines commute intelligence, neighborhood amenities, and lifestyle context in one map. | Dwelligence - Smart Real Estate Search Powered by Geospatial Intelligence
Inspiration
Have you ever fallen in love with an apartment listing, only to realize the commute to your workplace would be a nightmare? I've been there. Juggling multiple browser tabs between Zillow and Google Maps just to figure out if a propert... | [
"express.js",
"gemini",
"google-maps",
"google-places",
"h3",
"openstreetmap",
"postgresql",
"react",
"tailwind"
] | https://www.youtube.com/embed/COTtmyBRYJE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vinn03/dwelligence"
] | Did Not Place | false | [
{
"repo": "vinn03/dwelligence",
"content": "# 🏡 Dwelligence\n\n**Smart real estate search powered by commute intelligence and AI**\n\nDwelligence reimagines property search by prioritizing what matters most: **where you work and how you'll get there**. Set your workplace, choose your transport mode, and in... |
d4bc0147a676 | cal-hacks-12-0 | https://devpost.com/software/cryptobot-ecytaj | CryptoBot | Bring the human to humanoid - giving robots rights for a robot-powered future with our Robotic Butler | Inspiration
Cryptobot is something we've built out of a dystopian fantasy. We envision a world with a robot in every house eventually, so we set out to build the infrastructure to make that truly happen by giving humanoid robots a REAL human touch.
Our use case is a robotic butler that can eventually be put in every h... | [
"c++",
"conversion",
"next.js",
"openai",
"postman",
"python",
"sui",
"typescript"
] | https://www.youtube.com/embed/Ag8dQyVADrI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://crypto-bot-landing-page.vercel.app"
] | Winner Postman | true | [] |
aaf638e2fd2c | cal-hacks-12-0 | https://devpost.com/software/real-estate-ai-agents | Homes.ai: Personal Real-Estate Agent | Getting a real-estate agent can be expensive. Homes.ai personalizes your search to fit your niche needs and argues for every and any leverage it can get! | Inspiration
When buying a house, people always start by manually searching, contacting a realtor, negotiating with other people. We want to streamline this process using AI agents.
What it does
Uses multiple AI agents to help you find the best home around you, suggesting homes as well as giving you insights about the l... | [
"brightdata",
"fetchai",
"vapi"
] | https://www.youtube.com/embed/37283?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Steve-Dusty/homes-ai",
"https://www.loom.com/share/a2948c06cbbb4d3a971036378d4e3bbc"
] | Did Not Place | false | [
{
"repo": "Steve-Dusty/homes-ai",
"content": "# Homes AI - AI-Powered Property Search\n\nAn intelligent real estate search platform powered by Fetch.ai uAgents, ASI-1 mini, and MCP tools. Natural conversation meets property discovery.\n\n## Features\n\n- **Natural Conversation** - Talk to the AI agent like ... |
470cb5a53931 | cal-hacks-12-0 | https://devpost.com/software/elle | elle | an ai tool for making reel outfits real | Inspiration
We were talking about our mutual admiration for Elle Woods, the protagnoist of Legally Blonde: a driven, career-oriented person with immaculate taste in fashion.
What it does
'elle' takes in a video link to a movie or a clip and the name of a character in said video and recognizes their three most iconic lo... | [
"claude",
"next.js",
"react",
"reka",
"typescript"
] | https://www.youtube.com/embed/PlOx9obQ2yg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/reenu-kutty/elle/tree/claude/fix-dev-script-error-011CUVT16PHUXeNtX9fRs7RS"
] | Winner Reka: Best Use of Reka | true | [
{
"repo": "reenu-kutty/elle",
"content": "# elle - Outfit Gallery from Videos\n\nA minimalistic web app that analyzes YouTube videos to identify and catalog outfits worn by specific characters or people. Built with Next.js and powered by Reka's Vision and Research APIs.\n\n## Features\n\n- **Video Analysis*... |
e73aedf77b4a | cal-hacks-12-0 | https://devpost.com/software/mai-tc85hs | MAI | Build custom AI agents with real-time data from any website, verified on Sui blockchain. Give your AI access to fresh, specialized knowledge. | Inspiration
AI agents today are stuck with whatever data they were trained on, which gets outdated fast and doesn't cover specialized domains well. We wanted to build a platform where anyone could create their own AI agent with access to fresh, verified data from any source on the internet.
What it does
MAI lets you bu... | [
"brightdata",
"chroma",
"openai",
"sui",
"supabase",
"typescript"
] | https://www.youtube.com/embed/dLIuxqQEjT8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Dev-AndyWang/mai-agent-forge"
] | Did Not Place | false | [
{
"repo": "Dev-AndyWang/mai-agent-forge",
"content": "# Welcome to your Lovable project\n\n## Project info\n\n**URL**: https://lovable.dev/projects/707fc6ea-fb53-4778-9713-27ddf071d06c\n\n## How can I edit this code?\n\nThere are several ways of editing your application.\n\n**Use Lovable**\n\nSimply visit t... |
b147b1fe3503 | cal-hacks-12-0 | https://devpost.com/software/aggiehacker-applovin-ad-challenge | AggieHacker AppLovin Ad Challenge (Table 48, behind 51) | In the era of AI, we seek to push the boundaries of what is possible. With this significant enhancement to AppLovin's existing infrastructure, we will push the boundaries of what is possible. | Inspiration
Our inspiration was the work that AppLovin does - reaching billions of people, around the world, every day.
What it does
This Ad Challenge concept significantly enhances AppLovin's current infrastructure to create better-trained and faster AXON models
How we built it
We built it by using the latest GPUs an... | [
"nvidia"
] | https://www.youtube.com/embed/a_XGPAvZJ2g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
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