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e4498df5e91a | cal-hacks-12-0 | https://devpost.com/software/triageflow | TriageFlow | AI-powered triage empowers nurses with instant, expert-level assistance on ESI assessments using Fetch.Ai to manage Claude and ChromaDB, ensuring critical patients never wait while reducing burnout. | Inspiration
One of our teammates went to the ER with a broken arm and waited almost 6 hours before. In busy experiences like his, even the smallest of inefficiencies can add up. We were inspired by the idea that digital tools and automation can support nursing staff, not replace them, by monitoring evolving conditions,... | [
"anthropic",
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"claude",
"fetch.ai",
"fhir",
"flask",
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"twilio"
] | https://www.youtube.com/embed/uxB9xiT3Y68?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ethan-ngo/calhacks2025",
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] | Did Not Place | false | [
{
"repo": "ethan-ngo/calhacks2025",
"content": "# 🏥 TriageFlow\n\n> AI-powered triage system that empowers nurses with instant, expert-level assistance on ESI assessments using Fetch.AI to manage Claude and ChromaDB, ensuring critical patients never wait while reducing burnout.\n\n**[🌐 Live App](https://c... |
d95cc7685f22 | cal-hacks-12-0 | https://devpost.com/software/medidoc-translate | MediDoc Translate | MediDoc Translate is an open-source, privacy-safe tool that uses OCR, LLMs, and a Medical Context Engine to accurately translate and simplify medical documents for patients in any language. | Inspiration
Every year, millions of patients around the world leave hospitals with discharge instructions they can’t fully understand — often written in a language they don’t speak fluently or filled with medical jargon that even native speakers find confusing.
Language barriers lead to medication errors, missed follow... | [
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] | Did Not Place | false | [
{
"repo": "ihwang125/MediDoc-Translate",
"content": "# MediDoc Translate\n\nMediDoc Translate is an open-source, privacy-safe platform that enables patients to instantly translate and understand their medical discharge papers and documents in their preferred language. By combining OCR, LLMs, and a custom-bu... |
5d4a2f981157 | cal-hacks-12-0 | https://devpost.com/software/steptracker | StepTracker | Project that uses Creao AI to track your steps for health based purposes. Tracks calories from meals as well | Inspiration
Currently, as a college student I'm trying to lose weight and look the best I can. A really simple way to do that is by reaching at least 10000 steps everyday. This is why I built StepTracker
What it does
Helps you track steps and see your progress everyday.
How we built it
Using CreaoAI
Challenges we ran i... | [
"javascript"
] | https://www.youtube.com/embed/cLRYylAWSrc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://production.creao.ai/share?app=Jny4k4yk&utm_source=share&utm_medium=link"
] | Did Not Place | false | [] |
709c53cbe749 | cal-hacks-12-0 | https://devpost.com/software/clarity-joixz0 | Calendera | AI-powered organizational tool for your communication platforms | About the Project
Inspiration
In the 21st century, we are constantly connected to our mobile devices from
LinkedIn
and
Instagram
to
Gmail
and other communication platforms. However, the flood of notifications across these channels can easily overwhelm us. We often spend unnecessary time sorting through these messages, ... | [
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"sqlite-3"
] | https://www.youtube.com/embed/HqscSvOJMzA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Winner [MLH] Best Use of AI powered by Reach Capital | true | [] |
830002a5ec74 | cal-hacks-12-0 | https://devpost.com/software/signtogether-ai-powered-accessible-video-meetings-for-all | SignTogether : AI-powered accessible video meetings for all | SignTogether makes video calls accessible to people with hearing loss. AI translates sign language to text and speech to captions in real time. No interpreters needed. Just instant inclusion. | Inspiration
Over 430 million people worldwide have disabling hearing loss, yet they're systematically excluded from video calls—the primary mode of communication in our digital world. I witnessed this barrier firsthand and realized that existing video platforms treat accessibility as an afterthought, forcing deaf users... | [
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] | https://www.youtube.com/embed/ALEMxz3rwRg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
76b833ebbd57 | cal-hacks-12-0 | https://devpost.com/software/redditai | RedditAI | AI that explains what Reddit’s talking about. | Inspiration
Reddit overflows with wisdom, only if you can survive the chaos to find it! RedditAI was born from the vision to tame this jungle, making clarity, safety and convenience the new standard for every Redditor. With agentic AI, we aim to turn the noise into knowledge, so everyone gets the good stuff without get... | [
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] | https://www.youtube.com/embed/Urjalmce2hs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "manavukani/calhacks-reddit",
"content": "# Reddit:AI\n\n> **AI-Native Reddit Intelligence & Moderation Platform (Built for Cal Hacks 12.0 | YC Rebuild Challenge)**\n\n**Reddit:AI reimagines Reddit as if it were founded in 2025—with AI as the core engine, not an add-on.** Instead of static feeds a... |
419c99443def | cal-hacks-12-0 | https://devpost.com/software/ad-intelligence | Ad Intelligence | Powering effective ads. | Inspiration
You are searching for the secret sauce for effective video advertising in today's crowded market and come to Ad Intelligence. Ad Intelligence distills the strategies of major brands like Amazon, Domino's, and Chevrolet into actionable creative blueprints that you, as a small business, can adopt immediately.... | [
"gemini",
"huggingface"
] | null | [] | Did Not Place | false | [] |
2c531187dcc5 | cal-hacks-12-0 | https://devpost.com/software/inquire-ai | Inquire.ai | Inquire.AI is an audio first interactive experience that blends entertainment and education. Our agents act as personal guides through human crafted stories and experiences. | 💡 Inspiration
Most AI chat experiences today are reactive — they wait for users to initiate the conversation. We wanted to flip that dynamic. Our goal with Inquire.AI was to build a system that leads the interaction by offering a variety of fully audio-based experiences that feel natural, immersive, and alive. We envi... | [
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] | https://www.youtube.com/embed/DVQG3JPGvvc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/a-Fig/Inquire"
] | Did Not Place | false | [
{
"repo": "a-Fig/Inquire",
"content": "# Inquire",
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] |
bd567a177f74 | cal-hacks-12-0 | https://devpost.com/software/mutual | Mutual | AI social networking done right | Inspiration
The idea for Mutual came from our own frustration as we became older as students. In high school, as schedules became more packed and relationships more complicated, making plans with friends became harder than it should be. Group chats die, no one decides anything, and ideas get lost in the void. Whenever ... | [
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] | https://www.youtube.com/embed/b0UNDY-PueA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
e65af2d1e705 | cal-hacks-12-0 | https://devpost.com/software/somniwatch | SomniWatch | SomniWatch helps prevents the over 600 drowsy driving related fatalities each year, equipping the 78-92% of cars and other vehicles with a low-cost solution to ensure drivers stay awake on the road. | Inspiration
Right after AP exams, Xieshi did not realized how tired he was and drove on the freeway to his research lab. He nearly fell asleep on the wheel, resulting in him not realizing a slowdown ahead and almost rear-ending another car. Many others share similar experiences, despite wider adoption of attention trac... | [
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] | https://www.youtube.com/embed/M-RFISbNtuo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
08c502dd4400 | cal-hacks-12-0 | https://devpost.com/software/nina-your-mental-inbox | Nina - Your Mental Inbox | Turn voice memos into organized, searchable insights instantly. | Inspiration
You know when.. you know you are going to forget something. Yea dont. Use Nina. Narrate said thought into a savable audio. Parse through it like a library afterwards.
What it does
We help people not forget things. We help people not worry about memorizing things. We help people get over the fear of missed o... | [
"fastapi",
"groq",
"react-native"
] | https://www.youtube.com/embed/-pP3FjF6yo8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "AndyG6/nina-calhacks-ai",
"content": "<div id=\"top\">\n\n<!-- HEADER STYLE: CLASSIC -->\n<div align=\"center\">\n\n\n# NINA-AI\n\n<em>Your Thoughts in a Database</em>\n\n<!-- BADGES -->\n<img src=\"https://img.shields.io/github/last-commit/AndyG6/nina-ai?style=flat&logo=git&logoColor=white&color... |
89483efb34ce | cal-hacks-12-0 | https://devpost.com/software/clippy-ai | Clippy-AI | From chatbot to operating system — building the next generation of ambient AI UX. | Clippy AI — Make Clippy Alive!
An OS-level AI companion that actually understands you.
Vision
Clippy AI isn’t another chatbot.
It’s the foundation of an
AI-native OS layer
— where the model isn’t summoned by a prompt but
always present
, understanding your behavior, anticipating your needs, and helping you only when it... | [
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] | https://www.youtube.com/embed/hT4bSal9yrg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
a47ebafa0b50 | cal-hacks-12-0 | https://devpost.com/software/heatherai | HeatherAI | Your Story, Always Remember | Inspiration
Imagine slowly forgetting the people and moments that made your life meaningful. More than 10 million people are diagnosed with dementia every year, and that number continues to grow. It's heartbreaking, especially for families experiencing dementia for the first time. With HeatherAI, I wanted to bridge the... | [
"python"
] | https://www.youtube.com/embed/ayWX-6qOLHM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "wesleykieu/voice-ai",
"content": "<a href=\"https://livekit.io/\">\n <img src=\"./.github/assets/livekit-mark.png\" alt=\"LiveKit logo\" width=\"100\" height=\"100\">\n</a>\n\n# LiveKit Agents Starter - Python\n\nA complete starter project for building voice AI apps with [LiveKit Agents for Pyth... |
97ac31d47256 | cal-hacks-12-0 | https://devpost.com/software/research-compass | Research Compass | Stop hunting, start researching: AI that finds opportunities and opens doors | Research Compass
Inspiration
The genesis of Research Compass emerged from a conversation with a senior researcher at OpenAI about breaking into academic research. This revealed a systemic challenge: despite abundant opportunities at leading institutions, critical information remains fragmented across hundreds of dispar... | [
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] | Winner Creao: Smartest AI agent prize | true | [] |
e5e2e63c6c1c | cal-hacks-12-0 | https://devpost.com/software/sheepify | Sheepify | Sheepify gamifies sleep: log quality rest, earn virtual sheep that produce wool to unlock rewards. A cozy, pixel-art farm powered by healthy habits and a FastAPI + React Native stack. | Inspiration
The idea for Sheepify came to us naturally during our first evening at the hackathon: all of us exhausted, venting about college stress, sleepless nights, and the long flights some teammates took just to get to San Francisco. We realized how normalized burnout has become and how rarely rest is celebrated. S... | [
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] | Did Not Place | false | [
{
"repo": "kstepanova29/sheepify",
"content": "# Welcome to your Expo app 👋\n\nThis is an [Expo](https://expo.dev) project created with [`create-expo-app`](https://www.npmjs.com/package/create-expo-app).\n\n## Get started\n\n1. Install dependencies\n\n ```bash\n npm install\n ```\n\n2. Start the app\... |
3934b25c1177 | cal-hacks-12-0 | https://devpost.com/software/clanker-town | Clanker Town | Clanker Town is a simulation / web-browser video game which lets player enter the town filled with other autonomous AI agents communicating between each other, gathering resources and trading. | Clanker Town
Deployed Sui testnet package:
0x6be6a9f260939c73bdfb9ee3b6fe780e4bcde06b2f4c5ec3d90ca710b511b2a0
Overview
Clanker Town is a simulation / web-browser video game which lets player enter the town filled with other autonomous AI agents communicating between each other, gathering resources and trading.
Game Loo... | [
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"mcp",
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] | https://www.youtube.com/embed/0x?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Winner Letta: Honorable Mention | true | [] |
d8d060cdd8a5 | cal-hacks-12-0 | https://devpost.com/software/boxing-robot | MIRAI | Teaching robots to see, listen, and move like us. MIRAI is an experimental human-robot interaction framework that enables natural motion and voice-based control of robots. | Inspiration
We were inspired by the idea of making robots move more naturally — not through pre-programmed motions or scripts, but by understanding and reacting to human movement the same way humans do. Watching fighters and athletes move made us wonder: what if a robot could learn to mirror that instinctively, using o... | [
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] | https://www.youtube.com/embed/rB6KpJc6uoU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/A-Mundanilkunathil/Unitree-G1"
] | Winner BitRobot Network: Best Robotics Hack - 1st Place | true | [
{
"repo": "A-Mundanilkunathil/Unitree-G1",
"content": "ssh unitree@192.168.123.164\nssh unitree@192.168.0.85 (same network no ethernet)\n123\n",
"truncated": false
}
] |
fae7f214a5dd | cal-hacks-12-0 | https://devpost.com/software/m8-responsive-and-sycophantic-personal-glazer | M8: Responsive and Sycophantic Personal Glazing Robot | What AI has been missing is more flattery.So, allow us to introduce M8!M8 is a perfectly behaved*, unquestioning pair of arms that responds in kind to you and your surroundings. | Inspiration
One of us has a friend who is constantly using LLMs and Generative AI tools for everything, from deciding what to wear on dates to building his meals and shopping lists. We wanted to lean into the irony a bit, and build a system that is meant to gesture with the primary appeal of reinforcing preference for ... | [
"claude",
"cpp",
"huggingface",
"python",
"pytorch"
] | https://www.youtube.com/embed/Wz2eo_aefkY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/afrenkai/M8"
] | Did Not Place | false | [] |
51059044f974 | cal-hacks-12-0 | https://devpost.com/software/shipdb | ShipDB | Launch your startup faster with our ShipDB that builds your entire app's backend with a simple conversation- no code, no setup, and no prior tech knowledge needed. | Inspiration
Every great startup starts with an idea, but turning that idea into a product often hits a wall when it comes to backend setup. We noticed that countless founders, creators, and early-stage teams lose valuable momentum because they don’t have the technical expertise or time to build infrastructure from scra... | [
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"uvicorn"
] | null | [] | Did Not Place | false | [] |
dcf26a8dddf0 | cal-hacks-12-0 | https://devpost.com/software/alphafoundry | AlphaFoundry | AI-powered due diligence platform that analyzes AI investor-founder calls, automatically verifying startup claims and surfacing critical insights through multi-agent analysis. | Inspiration
The venture capital industry faces a critical bottleneck:
manual due diligence is slow, expensive, and inconsistent
. VCs spend countless hours analyzing founder pitches, fact-checking claims, and evaluating opportunities—often missing key red flags or insights buried in conversation transcripts.
We asked o... | [
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] | https://www.youtube.com/embed/9KPNOe6pzYY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://alpha-foundry-cal.vercel.app/"
] | Did Not Place | false | [] |
af171e9695b8 | cal-hacks-12-0 | https://devpost.com/software/advisor-o0fcnx | AdVisor | AdVisor: Simulate real buyer societies with AI agents before you spend.
Upload an ad, analyze its signals, and watch agents representing real audiences give insights, and creative feedback. | Inspiration
We were inspired by how agent-based simulations can predict human behavior before launching real campaigns. Most marketers still rely on intuition or A/B testing after spending money. We wanted to change that by letting brands see how different groups of people would react to their ad creatives before going... | [
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"tailwind-css"
] | https://www.youtube.com/embed/NpEaa2P7qZI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://ad-visor.tech"
] | Did Not Place | false | [] |
d8211ded98d7 | cal-hacks-12-0 | https://devpost.com/software/robot-solution | C.A.R.E. — Companion Autonomous Robotic Entity | The AI-powered companion that sees, moves, and helps. | C.A.R.E. — Companion Autonomous Robotic Entity
Tagline:
The AI-powered companion that sees, moves, and helps.
Inspiration
Elderly and mobility-limited individuals often face challenges in performing simple daily tasks or moving independently. We wanted to create something that empowers them rather than replaces their i... | [
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] | https://www.youtube.com/embed/YgM_onB4_m8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://carebear.tech"
] | Did Not Place | false | [] |
21a2fa88974d | cal-hacks-12-0 | https://devpost.com/software/twinly | Twinly | 48% never follow up after networking. Twinly fixes it: record conversation on iPhone, AI drafts personalized emails and tracking cards. 3 taps and never miss an opportunity again. | Inspiration
I've been networking for years, and I'm always that person who meets someone amazing, gets their card, and then... never follows up. Not because I don't care—but because writing a personalized email takes 30 minutes, and after meeting 10 people, that's 5 hours I don't have.
The stat that shocked me:
48% of ... | [
"gmail",
"ios",
"toolhouse",
"trello"
] | https://www.youtube.com/embed/Lj4-tHUSzq8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
bb02eeac7ea2 | cal-hacks-12-0 | https://devpost.com/software/neural-net-neutrality | Neural Net Neutrality | Neural Net Neutrality is a public watchdog for AI. Our platform turns feedback into an open alignment map, showing how major AI systems evolve over time and analyze bias to generate fair content. | Inspiration
In today's media landscape, information is abundant but trust is scarce. We're all caught in the crossfire of political polarization, constantly questioning the bias of the news we consume. The rise of Large Language Models presents both a new challenge and a unique opportunity. While LLMs are incredibly po... | [
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] | https://www.youtube.com/embed/fAntY8uyVB0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [] |
1716f51575b7 | cal-hacks-12-0 | https://devpost.com/software/orthiq | OrthIQ | The next generation of smart, affordable wearables for physical therapy and athletic training. | Inspiration
All of our teammates have encountered sports injuries and when given exercises for rehab, we just... didn't do them, or did them wrong. We kept thinking that doing heavier workouts with worsr form would help us get better. We were wrong. And we knew we weren’t the only people who felt this way, and it got u... | [
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"nextjs",
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] | https://www.youtube.com/embed/anVR-4zjtIQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.orthiq.tech/",
"https://github.com/orthiq/orthiq"
] | Did Not Place | false | [] |
bb125103eb7f | cal-hacks-12-0 | https://devpost.com/software/hungryoverflow | HungryFlow | Staring at your fridge, don't know what to eat, here's the solution: take a pic and this app will help find something. | Inspiration
As someone who often stares at their fridge. Deciding what they're going to eat takes 1 to 10 minutes.
What it does
You upload an image of your fridge and add the description of what taste you're currently feeling. Once complete, the AI agent's process will commence. The AI summarizes your description and i... | [
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"tailwind",
"vite"
] | https://www.youtube.com/embed/O6Mta3VZrSQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/KhoaNguyen706/CalHack12.0"
] | Did Not Place | false | [
{
"repo": "KhoaNguyen706/CalHack12.0",
"content": "# Hungry Flow - CalHack12.0\n\nHungry Flow is your AI-powered multi-agent assistant for generating recipes from images and text. Upload a food photo and describe your cravings in plain English—Hungry Flow will detect ingredients, summarize your request, coo... |
bb4a66673755 | cal-hacks-12-0 | https://devpost.com/software/covalent-7darvk | Covalent.ai | Covalent.ai is the first truly proactive AI desktop agent. Unlike ChatGPT where you prompt, we're always watching—learning your workflows in the background and suggesting actions before you ask. | Inspiration
We were tired of writing massive prompts for every single thing we do. Every AI agent today waits for you to ask—but that's not how humans work. We juggle contexts, repeat workflows, and constantly switch tasks. We asked ourselves: What if AI could learn your patterns and act before you even ask? That's whe... | [
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] | https://www.youtube.com/embed/Lk-qhRBLIAs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
e7dce5698a32 | cal-hacks-12-0 | https://devpost.com/software/novasync | NovaSync | Automated power. Smarter savings. No more tokens. | NovaSync
Powering the world, one smart trade at a time.
Inspiration
Growing up, I was fascinated by how different regions approach electricity access. In Kenya, households rely on a prepaid token system, where people manually enter codes into their meters to keep the lights on. It’s simple, but also inefficient and out... | [
"c#",
"css",
"django",
"html",
"javascript",
"python",
"react"
] | https://www.youtube.com/embed/oOUtuqKmGPo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/garrgi11/novasync.git"
] | Did Not Place | false | [
{
"repo": "garrgi11/novasync",
"content": "NovaSync\nPowering the world, one smart trade at a time.\n\nInspiration\nGrowing up, I was fascinated by how different regions approach electricity access. In Kenya, households rely on a prepaid token system, where people manually enter codes into their meters to k... |
c62bf98ed908 | cal-hacks-12-0 | https://devpost.com/software/divedeep | DiveDeep | Building deeper connections, one conversation at a time. | Inspiration
Introducing DiveDeep: AI that helps people truly connect. In workplaces and at school, we talk constantly, whether in meetings, chats, and group projects, yet so many of us still feel isolated. Awkward small talk replaces real understanding, and team-building events rarely bridge the gap of true connection.... | [
"css",
"express.js",
"html",
"livekit",
"node.js",
"openai",
"react",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/MT4V9WvoOTY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
c5cda3f7163e | cal-hacks-12-0 | https://devpost.com/software/restaurai | À la Carte | À la Carte bridges legacy restaurant management with next‑gen agent systems via the agentverse: delivering AI analytics, automation, and recommendations; reaching diners where they research today, | À la Carte - AI-Powered Restaurant Operations Suite
Inspiration
Restaurants operate on thin margins. Wasted inventory, poor menu decisions, or missed customer feedback patterns directly impact profitability. The project essentially asks:
"What if every restaurant had a team of AI specialists constantly monitoring opera... | [
"brightdata",
"chroma",
"claude",
"fetch.ai",
"javascript",
"langchain",
"python",
"react"
] | https://www.youtube.com/embed/Qdr3zuaL0jQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://alacar.tech"
] | Did Not Place | false | [] |
c34e5ac96ccb | cal-hacks-12-0 | https://devpost.com/software/save-dinos-a-visa-wallet | Save Dinos: A Visa Wallet | Save Dinos is a gamified Visa wallet for students that makes saving and financial education fun. Hit goals like skipping takeout or staying on budget to hatch and grow dinos on your island. | Try it out!
Inspiration
We were inspired by how apps like
Forest
,
Focus Friend
, and
Duolingo
make good habits feel rewarding. We wanted to bring that same energy to personal finance - turning budgeting and saving into something fun, social, and genuinely motivating for students. College is often the first time people... | [
"css3",
"html5",
"javascript",
"mongodb",
"next.js",
"react",
"tailwind.css",
"visa"
] | https://www.youtube.com/embed/nTyFRzOtm3Y?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://calhacks-viego.vercel.app/",
"https://github.com/klhftco/calhacks-viego"
] | Did Not Place | false | [
{
"repo": "klhftco/calhacks-viego",
"content": "# CalHacks 2025 Submission\n\n<div align=\"center\">\n <img src=\"viego-wallet/public/assets/plesiosaur.png\" alt=\"Save Dinos\" width=\"200\"/>\n</div>\n\n# Save Dinos: A Visa Wallet\n\nSave Dinos is a gamified Visa wallet for students that makes saving and ... |
2f5593ceb5fd | cal-hacks-12-0 | https://devpost.com/software/past-people-are-see-through | (PAST) People Are See-Through | PAST is a service that personalizes connections and researches individuals to allow crazy unlocks: sending money to people without their info, personalized search, and more! | Inspiration
Originally, PAST was a tool that allowed you to send money to anyone anywhere, without knowing who they were! But we realized there is so much more potential.
There is so much data about you on the internet. From the blogs you write to the images you post. What if, instead of using your data maliciously, we... | [
"python",
"typescript"
] | https://www.youtube.com/embed/ctCdFCUuWI4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Vikramb1/past",
"https://github.com/sanjayamirthraj/people-mcp-python",
"https://github.com/olegv101/facial-rec-web"
] | Did Not Place | false | [
{
"repo": "Vikramb1/past",
"content": "# Past Project\n\nThis is a larger project containing multiple components.\n\n## Components\n\n### Face Recognition System\n\nReal-time face detection and recognition system for streaming live video and identifying faces.\n\n**Location**: `face_recognition/`\n\n**Featu... |
9766537d96f4 | cal-hacks-12-0 | https://devpost.com/software/kitchenos | KITCHENos | fresh precision, powered by INTELLIGENCE | Check out our
slides
and come over for a demo!
Inspiration
The inspiration for KITCHENos came from seeing how easily mistakes happen in everyday cooking, whether it’s someone with allergies accidentally eating the wrong thing, or an elderly person struggling with meal prep. We wanted to see if we could build a robotic ... | [
"actionchunkingwithtransformers",
"bash",
"conda",
"feetech-servo-sdk",
"git",
"github",
"huggingface.co",
"lerobot-frameworklibrary",
"macos",
"motorsdk",
"python",
"pytorch",
"realsense",
"runpod.io",
"scservo-sdk",
"smallvla",
"so-101",
"terminal",
"usb-motor-bus",
"virtualm... | https://www.youtube.com/embed/oAYqY4rGvw0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://docs.google.com/presentation/d/1IvWRANYaDc-tk_JK-5T0m_tg4vHDhvE8lJLLHgOjFOw/edit?usp=sharing",
"https://huggingface.co/datasets/Elitman93140/kitchenOStraining"
] | Did Not Place | false | [] |
50b0f85f7f4a | cal-hacks-12-0 | https://devpost.com/software/artki-tech | Artki.tech | AI-native interior design platform that learns your taste and generates personalized 3D room visualizations from products you could buy off of Amazon w/ recommendations. | Inspiration
The spark came during a late-night furniture shopping session. We watched a friend spend hours on Pinterest creating mood boards, then struggle to find matching furniture on multiple websites. Despite having great taste, they couldn't translate their vision into reality.
We realized this was a universal pro... | [
"amazon-web-scraping",
"anthropic-sdk",
"chromadb",
"chromadb-cloud",
"claude-api",
"clip",
"embeddings",
"fastapi",
"flask",
"framer-motion",
"glb",
"gltf",
"javascript",
"lucide-react",
"nerf",
"neural-radiance-fields",
"next-js",
"openai-api",
"python",
"react",
"react-thr... | https://www.youtube.com/embed/klPlCoSgnOA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://artki.tech/",
"https://github.com/MurtazaKafka/interior-design"
] | Winner Chroma: Best AI application using Chroma | true | [
{
"repo": "MurtazaKafka/interior-design",
"content": "# Interior Design 3D Furniture Search\n\nAI-powered interior design assistant that uses semantic search to find and place 3D furniture models based on user preferences and natural language queries.\n\n## 🏗️ Architecture\n\n### Tech Stack\n- **Frontend**... |
702255fe745c | cal-hacks-12-0 | https://devpost.com/software/snap-scan | Snap Scan | Point, scan, and instantly see if groceries are EBT-eligible in Idaho. Implemented mobile and web drag and drop. | Inspiration
Idaho’s 2026 SNAP rule (HB109) is hard to interpret at the shelf.
Goal: instant, trustworthy eligibility from a barcode
What it does
Scans a barcode and returns eligibility, reason, and confidence.
OFF-first product lookup (USDA FDC fallback), shows a product image when available.
How we built it
OpenCV bar... | [
"fastapi",
"javascript",
"opencv",
"python",
"react-native"
] | https://player.vimeo.com/video/1130642581?byline=0&portrait=0&title=0#t= | [
"https://github.com/michellesk23/CalHacks2025"
] | Did Not Place | false | [
{
"repo": "michellesk23/CalHacks2025",
"content": "# SNAP Scanner — CalHacks 2025\n\nA mobile app that lets you scan a product barcode and instantly see whether it's eligible for SNAP (food stamps) in Idaho. Built at CalHacks 2025.\n\n> **Note for the team:** This is the hackathon prototype. The next versio... |
1d8a82e6cba4 | cal-hacks-12-0 | https://devpost.com/software/vero-uepxt8 | Vero | Deploy on-chain strategies, automate risk triggers, and let Vero coordinate your cross-chain liquidity so you can focus on growth. | Inspiration
Deploy on-chain strategies, automate risk triggers. All in one DeFi automation through building beautiful flowcharts to wire actions.
Inspired by Sequence.io for their cash flow automation software that uses a flowchart UI, and other DeFi trading platforms where we wanted to combine the two together.
What i... | [
"azure",
"birdeye",
"blockberry",
"hono.js",
"mysten-labs",
"next.js",
"postgresql",
"prisma",
"shinami",
"sui",
"tailwind",
"trigger.dev",
"typescript"
] | https://www.youtube.com/embed/6nbphMhVoAA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/pla-llc/vero-calhacks"
] | Did Not Place | false | [] |
ba5ebaee10d1 | cal-hacks-12-0 | https://devpost.com/software/fish-persuasion | Fish Persuasion | A charming game about persuading fish to get out of the pond :) | Inspiration
Fish Persuasion is inspired by silly and absurd games like Cult of the Lamb, Turnip Boy Commits Tax Evasion, and so on. I am also inspired by Fish Audio!
What it does
In the game, you can move around the player and shout into a pond. If the fishes are enticed by what you say, they will emerge from the pond ... | [
"audio",
"fish",
"fishaudio",
"gemini",
"godot"
] | https://www.youtube.com/embed/P2L0ae516pY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Winner fish.audio: Best use of Fish Audio | true | [] |
5e9533113d46 | cal-hacks-12-0 | https://devpost.com/software/adlovin-media-intelligence | ADLOVIN | An AI prototype that processes ad creatives, both images and videos, to extract rich visual, textual, and audio insights that reveal brand intent and power next-generation recommendation engines. | Inspiration
The inspiration came from real-world ad recommendation systems like AppLovin’s Axon, which rely on large datasets of ad creatives to predict performance. We wanted to explore how far we could push multimodal intelligence by building a system that understands ad content visually, textually, and acoustically.... | [
"chromadb",
"claude",
"clip",
"easyocr",
"hugging-face",
"numpy",
"python",
"react",
"scikit-learn",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/yLyytqlP2Ik?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/SisuKah/calhacks2",
"https://github.com/abtonmoy/calhacks12"
] | Winner AppLovin: Ad Intelligence Challenge | true | [
{
"repo": "SisuKah/calhacks2",
"content": "# Ad Lovin Frontend\n\nA React TypeScript frontend for testing the Flask API server.\n\n## 🚀 Quick Start\n\n### 1. Install Dependencies\n\n```bash\nnpm install\n```\n\n### 2. Start the Development Server\n\n```bash\nnpm run dev\n```\n\nThe frontend will start on `... |
a99eb561039a | cal-hacks-12-0 | https://devpost.com/software/argus-w6i0pv | Argus | Argus combines AI, computer vision, and real-time streaming to deliver intelligent, low-latency surveillance with instant threat detection, reporting, and search across all your video networks. | The name itself
Argus
comes from Argus or Argos Panoptes, a many-eyed giant in Greek mythology who's known for his perpetual vigilance, he served the goddess Hera as a watchman. Felt fitting and was a cool thing to build around!
👀 What does Argus do?
Argus is
the
multi-tool for all your enterprise surveillance needs.
... | [
"claude",
"elasticsearch",
"gemini",
"groq",
"letta",
"mux",
"nextjs",
"rtmp",
"supabase"
] | https://www.youtube.com/embed/enZRqW1eOOM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/GodPuffin/argus"
] | Winner Conway: Most Data-Intensive Application | true | [
{
"repo": "GodPuffin/argus",
"content": "# 👁️ Argus\n\n**AI-Powered Real-Time Video Surveillance & Analysis Platform**\n\n> Named after Argos Panoptes, the all-seeing giant from Greek mythology known for his perpetual vigilance.\n\n[![Built at Cal Hacks 12.0](https://img.shields.io/badge/Built%20at-Cal%20H... |
af1b18ed4a70 | cal-hacks-12-0 | https://devpost.com/software/resu-mk-resume-generator | Resu.mk - Resume Generator | Automatically tailors your resume to any job posting using your LinkedIn profile. Resu.mk scrapes your experience, analyzes job keywords, and composes a customized LaTeX resume instantly. | Inspiration
While applying to jobs this year, we realized how frustrating it is to constantly tweak our resumes for every position we applied to. Every company wanted a slightly different focus, and before we knew it, our Downloads folder was full of random
"resume.pdf"
files. So we thought about how we could build a r... | [
"brightdata",
"chrome",
"css",
"css-**frontend:**-chrome-extension-(manifest-v3)",
"fastapi",
"github-**other:**-json-for-structured-data-exchange",
"html",
"html/css-**backend:**-fastapi-(python)-**database:**-supabase-(postgresql)-**apis:**-brightdata-api-(for-linkedin-scraping)-**automation-&-compi... | https://www.youtube.com/embed/q_wF4VMIKuw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
842ee8dfd352 | cal-hacks-12-0 | https://devpost.com/software/felineopt | FelineOpt | Local real-time calculator for efficient pet food meal plan using simple gui. | Inspiration
A need to provide an accurate and scientific meal planner for cat owners, who just want a simple and readable format.
What it does
It prompts users to enter data such as their cats: age, breed, weight class. In which our pre-defined formula will calculate the ideal protein and fat requirement in order to en... | [
"c++"
] | https://www.youtube.com/embed/PdxCsH_ALkA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Labib-Mina/petFoodOptimization.git"
] | Did Not Place | false | [
{
"repo": "Labib-Mina/petFoodOptimization",
"content": "## Title: FelineOpt\n\n**Description:** \nPet Food Optimizer is a C++-based Windows application that provides an intuitive graphical interface for evaluating and optimizing a pet’s daily nutritional intake. The program allows users to input their cat’... |
54cf105bfef2 | cal-hacks-12-0 | https://devpost.com/software/agora-165spb | Agora | Autonomous AI marketplace for agents: save time, money, and trees by working with specialized SLMs on Agora > GPT or any large transformer model. Uses Claude, Lava, SUI, and more for agent comms! | Inspiration
Complex AI tasks are too big for a single model. Current platforms force you to pick one model or pay a higher price, even when a different task would run faster and cheaper elsewhere.
Agora decomposes complex tasks (e.g., “analyze this document, summarize it, and generate visuals”) into subtasks, matches e... | [
"css",
"javascript",
"move",
"plpg",
"shell",
"sql",
"typescript"
] | https://www.youtube.com/embed/lu_9YbU01pY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sanjayshanmugap/agenthub"
] | Winner Lava: Best Use of Lava Gateway | true | [] |
37302d7eb002 | cal-hacks-12-0 | https://devpost.com/software/adhd-bdbd-adhd-body-double-buddy | ADHD BDBD (ADHD Body Double BuDdy) | A pizza-themed focus app designed for students with ADHD, complete with a customizable pizza-slice body double and a daily ‘pizza plan’ study schedule. | Inspiration
We built ADHD BDBD because most of us on the team have ADHD, and we know firsthand how hard it can be to study alone. One effective strategy for staying engaged is called body doubling: having someone present while you work.
So we thought… What if that ‘someone’ was a slice of pizza?
What it does
ADHD BDBD ... | [
"composio",
"css",
"fast-api",
"figma",
"fish.voice",
"html5",
"javascript",
"letta",
"nix",
"node.js",
"python",
"react",
"sqlite",
"tailwindcss",
"websockets"
] | https://www.youtube.com/embed/MUVG4_ucHWE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aiadhdexecfunction/Fish_voice/"
] | Did Not Place | false | [
{
"repo": "aiadhdexecfunction/Fish_voice",
"content": "## Inspiration\nWe built ADHD BDBD because most of us on the team have ADHD, and we know firsthand how hard it can be to study alone. One effective strategy for staying engaged is called body doubling: having someone present while you work.\nSo we thoug... |
f73fe64948c5 | cal-hacks-12-0 | https://devpost.com/software/cal-squared | Cal Squared | Don't waste time managing time. | Inspiration
Coming to Berkeley, we struggled with manually managing our time. Even with tools like Google Calendar it was tedious to add every single lecture, homework, exam, to our calendars. Upon further research we found that in workplaces an average of 4.7 meetings per week are canceled/rescheduled. In order to sol... | [
"chromadb",
"css",
"javascript",
"lava",
"letta",
"python"
] | https://www.youtube.com/embed/bNnI6ipIXO0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aryanj2374/Calhacks12.0"
] | Did Not Place | false | [
{
"repo": "aryanj2374/Calhacks12.0",
"content": "# Course Calendar Agent\n\nPython agent that ingests course schedules, syncs them to Google Calendar, and now scans Gmail for new events using a LavaPayments-backed LLM.\n\n## Quickstart\n\n1. **Install dependencies**\n ```bash\n python3 -m venv .venv\n ... |
cbfd2a2e14b6 | cal-hacks-12-0 | https://devpost.com/software/agentoverflow | AgentOverflow | Stack Overflow 2.0: break the prompt spiral-> jump straight to the proven fix. | AgentOverflow: Stack Overflow for AI/Agent Problems
We’re bringing back our favorite developer tool — Stack Overflow — but rebuilt for the LLM and agent era. Developers waste time and tokens re-solving the same hallucination-driven issues. AgentOverflow captures, validates, and reuses real solutions — so you can break ... | [
"chrome",
"gemini",
"javascript",
"node.js",
"python"
] | https://www.youtube.com/embed/GIcHKhtuh74?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Ishaannarang22/agentoverflow"
] | Winner Elastic: Best use of the Elastic Agent Builder on a Serverless instance | true | [
{
"repo": "Ishaannarang22/agentoverflow",
"content": "# AgentOverflow\n\nStack Overflow for AI/agent problems. \nBreak the prompt spiral and jump straight to proven fixes.\n\nAgentOverflow captures, validates, and reuses real LLM and agent debugging solutions in a structured JSON format so developers can s... |
00f2e9d6aa88 | cal-hacks-12-0 | https://devpost.com/software/sage-ai-zhagx0 | Sage.ai | We provide businesses with an AI-powered phone line that answers calls, talks naturally with customers, and automatically books appointments through Google Calendar. | Most people still prefer calling businesses over using booking apps. But hiring someone to answer phones all day costs thousands per month and after hours, calls just go to voicemail.
To fix this problem, we built an AI receptionist that answers calls 24/7, talks like a real person, and books appointments directly int... | [
"anthropic-api",
"deepgram",
"fish-audio",
"google-calendar",
"lava",
"mongodb",
"react",
"twilio"
] | https://www.youtube.com/embed/mprJaBZur58?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Max-Dunmire/sage.ai"
] | Did Not Place | false | [] |
509dbf688110 | cal-hacks-12-0 | https://devpost.com/software/spot-the-rover | Spot the Rover | Twitch chat plays guide dog | Inspiration
We were taken by the idea for an automated guide dog for the blind, using visual slam and a pathfinding algorithm to guide a visually impaired user through an obstacle-filled, changing environment, but given our limited experience with ML, and the idea of a group-controlled robot that came up earlier during... | [
"bitrobot",
"lekiwi",
"lerobot",
"python",
"rasberrypi",
"twitch",
"video-streaming",
"websockets"
] | https://www.youtube.com/embed/results?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/number1jmookfan/seeing_eye_robot"
] | Did Not Place | false | [
{
"repo": "number1jmookfan/seeing_eye_robot",
"content": "# seeing_eye_robot\n",
"truncated": false
}
] |
ef211ffcf584 | cal-hacks-12-0 | https://devpost.com/software/cleangetaway | CleanGetaway | Multiplayer Agentic AI NPCs with shared conversational memory across all players. | Clean Getaway
A real-time multiplayer escape room game leveraging advanced AI-driven NPC systems with shared conversational state management and emergent narrative generation.
Architecture Overview
This project implements a novel approach to multiplayer AI interactions through a distributed conversational state archite... | [
"express.js",
"fishaudio",
"janitorai",
"jllm",
"react",
"vite",
"websockets"
] | https://www.youtube.com/embed/2yZ_ZxMO7cY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/iOliver678/calhacks12"
] | Winner JanitorAI: Most Functional, Novel, and Fun Project | true | [
{
"repo": "iOliver678/calhacks12",
"content": "# Multiplayer Game with React & Socket.IO\n\nA real-time multiplayer game built with React and Socket.IO, featuring Among Us-style room lobbies and multiplayer gameplay.\n\n## Features\n\n- 🎮 **Room-based Multiplayer**: Create or join rooms with unique codes\n... |
f0de3a23c385 | cal-hacks-12-0 | https://devpost.com/software/climatecircle | ClimateCircle | ClimateCircle is the first system leveraging causal reasoning, agentic memory & autonomous evolution for quantitive mental health research at scale, supporting 430M climate-anxious people worldwide. | Inspiration
What it does
Project Overview
Features
Interactive data visualization
Real-time chart generation
Multiple chart format support (PNG, SVG)
Responsive design
Professional theming
Built With
Python
Plotly
Jupyter Notebooks
Mermaid diagrams
Usage Instructions
Installation
pip install plotly pandas jupyter
Quick... | [
"api",
"base44",
"claude",
"groq",
"heroku",
"javascript",
"labs",
"letta",
"listen",
"postgresql",
"python",
"railway",
"react",
"redis",
"render",
"typescript"
] | https://www.youtube.com/embed/_E-2FMcUQ6o?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/utkarshbyahut/climatecircle",
"https://climate-circle-5fa1932a.base44.app/landing"
] | Did Not Place | false | [
{
"repo": "utkarshbyahut/climatecircle",
"content": "# Project Overview\n\n## Features\n- Interactive data visualization\n- Real-time chart generation\n- Multiple chart format support (PNG, SVG)\n- Responsive design\n- Professional theming\n\n## Built With\n- Python\n- Plotly\n- Jupyter Notebooks\n- Mermaid... |
ba9f6cbd99e6 | cal-hacks-12-0 | https://devpost.com/software/tabletop-anywhere | Tabletop Anywhere! | Bring your favorite board games with you anywhere you go! Scan and save pieces to play games locally offline anywhere with your friends. | Inspiration
My friends and I have always loved playing board games together, but it's oftentimes not practical to carry them around wherever we go. Tabletop Anywhere! is built to address that. Whether you're on a long car ride, a camping trip, or just looking for something to do, now you can play your favorite board ga... | [
"swift",
"xcode"
] | https://www.youtube.com/embed/wh1goCDJRTE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
aa8dcbcd3d57 | cal-hacks-12-0 | https://devpost.com/software/applovin-query-challenge | Applovin Query Challenge | We are participating in Applovin's Query Challenge, optimizing queries on a large ad dataset. | Inspiration
As a team, we were interested in learning more about databases, how queries are made, and different methods of storing data. Applovin's challenge seemed like a great opportunity to dip our toes into the world of data through optimizing queries.
What it does
Our scripts utilize data aggregation, caching, and... | [
"csv",
"duckdb",
"parquet",
"python"
] | https://www.youtube.com/embed/dJibkgGI0PY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ArrowDigby/CalHacks12.0"
] | Did Not Place | false | [
{
"repo": "ArrowDigby/CalHacks12.0",
"content": "# Query Engine Benchmark\n\n## Setup\n\nInstall dependencies:\n```bash\npip install -r requirements.txt\n```\n\nRequirements: `duckdb>=1.1.1`, `pandas>=2.2.0`\n\n## Adding Your Queries\n\nAdd your benchmark queries to `inputs.py` using the provided format:\n`... |
dd1c32a63d8d | cal-hacks-12-0 | https://devpost.com/software/lirra | Lirra – The Empathetic Storytelling Buddy for Kids | Lirra is an LLM-based storytelling buddy that senses a child’s emotions and preferences to craft personalized, therapeutic tales in a parent’s voice, blending empathy, creativity, and smart analytics | Lirra: The Empathetic Storytelling Buddy for Kids 🧸
Inspiration 🌱
Lirra was inspired by the emotional challenges children face when coping with stress, anxiety, or medical difficulties. We wanted to create a gentle, interactive way for kids to understand and express their feelings through storytelling — turning thera... | [
"anthropic-claude",
"applovin-query-planner",
"assemblyai",
"baseten-stable-diffusion-xl",
"bright-data",
"chatgpt-said:-javascript",
"chromadb",
"composio-toolrouter",
"conway",
"elastic-cloud",
"elevenlabs",
"fetch.ai-agentverse",
"fish-audio",
"lava-ai-gateway",
"livekit",
"next.js"... | https://www.youtube.com/embed/eG-F5ms-J40?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/KaulanSerzhanuly/Cal-Hack"
] | Did Not Place | false | [] |
8a3e1f644d5f | cal-hacks-12-0 | https://devpost.com/software/shopi-cikypb | Shopi | Never run out again! Shopi sees when essentials run low and auto-restocks before you notice. No lists. No errands. Effortless, invisible shopping. Your world, always stocked. | Inspiration
Repeatedly running out of items and forgetting to reorder? Tired of shopping lists and having to go order every single thing you need? Shopi uses Snap Spectacles and real-time computer vision to monitor stock levels and auto reorder the item via voice or gesture.
What it does
Detects containers with low sto... | [
"brightdata",
"fastapi",
"gemini",
"javascript",
"openai",
"pydantic",
"python",
"selenium",
"snapos",
"spectacles",
"typescript"
] | https://www.youtube.com/embed/0qHwLpfskzc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/alex-gour/CalHacks25"
] | Did Not Place | false | [] |
fadf7ffc5e9a | cal-hacks-12-0 | https://devpost.com/software/mixer-ai-xal15u | Mixer AI | Mixer AI is a platform that allows multiple users to text with a unique LLM character that can talk back using real speech. Mixer AI turns a one-on-one chat into a dynamic, social group experience. | Inspiration
We were inspired to solve the issue we found of the lack of engagement felt with some existing integratable AI agents offered by companies like Slack and Zoom, where these agents fall short in natural language conversational abilities that would otherwise improve productivity and overall user enjoyment. Add... | [
"cursor",
"fishai",
"janitorai",
"react"
] | https://www.youtube.com/embed/C0_JErt2-WE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jjoeldaniel/calhacks25",
"https://github.com/TheBigJ3/calhacks25-backend"
] | Did Not Place | false | [
{
"repo": "jjoeldaniel/calhacks25",
"content": "# React + TypeScript + Vite\n\nThis template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.\n\nCurrently, two official plugins are available:\n\n- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/ma... |
2e3088e139a3 | cal-hacks-12-0 | https://devpost.com/software/tapped-in | Tapped In | Real-time map for community events around you. | Inspiration
More than ever, we hear phrases like “loneliness epidemic,” “bed rotting,” and “doomscrolling.” These are real issues.
Although we have advanced productivity apps for work or health, there isn’t a good solution to reduce friction in expanding our social comfort zones.
Existing event apps just show lists. Ca... | [
"creao",
"google-maps",
"maps",
"react",
"typescript",
"vite"
] | https://www.youtube.com/embed/L0yhuJi-Qkk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/valerie-cal/tapped-in",
"https://production.creao.ai/share?app=nRTwO4Lp&utm_source=share&utm_medium=link"
] | Winner Creao: Best Real-World Productivity Tool | true | [] |
05942670de79 | cal-hacks-12-0 | https://devpost.com/software/veil-tos9vu | Veil | Veil makes privacy automatic, blurring sensitive visuals and text before they’re shared, powered by SIM AI, BrightData, and Claude MCP to safeguard data across the web and AI ecosystems. | Inspiration
In an age where cameras record everything, privacy is vanishing frame by frame. Dashcams, security cameras, and AI datasets all expose faces, license plates, and personal information without consent.
We wanted to create a system that could automatically protect privacy not after the fact, but as data is pro... | [
"brightdata",
"claude",
"javascript",
"python",
"simai"
] | https://www.youtube.com/embed/EGuZOortcNE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Csukirth/Veil"
] | Did Not Place | false | [
{
"repo": "Csukirth/Veil",
"content": "Welcome to VEIL!\n\nThis file will help you and give you instructions on how to seamlessly run our product\nPlease Make sure you meet the following requirements:\n## Requirements\n\n- Node.js (v16 or higher)\n- Ghostscript (for PDF processing)\n- (Optional) BrightData ... |
7510fc463f92 | cal-hacks-12-0 | https://devpost.com/software/salesiq-uwcx2i | SalesIQ | Imagine a sales coach who gives you perfect advice every call. That's us. We use LiveKit to capture tone, body language, and hesitation in real-time for product demonstrations and sales pitches. | SalesIQ
Inspiration
One of our team members had a lot of experience with digital marketing and the challenges associated with it. Giving a product demonstration can be a very stressful experience. We wanted to build an AI coach that could analyze their performance in real-time and give them actionable feedback without ... | [
"claude",
"livekit",
"react"
] | https://www.youtube.com/embed/NHVxpf4LY5w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://salesiq.cloud/"
] | Did Not Place | false | [] |
a86749171b7e | cal-hacks-12-0 | https://devpost.com/software/arcana-interior-design-ai-agent | Arcana (Interior Design AI Agent) | Transform any room photo or sketch into a interior design in seconds.
Arcana uses Claude multi-agent architecture, ControlNet, and RAG retrieval to deliver interior design. | Inspiration
We started Arcana to solve a problem we’ve all experienced, how hard it is to visualize a space before buying furniture. Professional design costs hundreds per hour, DIY tools are slow and clunky, and most AI tools only generate pretty pictures without real-world accuracy. We wanted to build something smart... | [
"claud",
"fastapi",
"javascript",
"python",
"rag",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/lpqWKd5vMEA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/MyLu004/Arcana"
] | Did Not Place | false | [
{
"repo": "MyLu004/Arcana",
"content": "# CAL HACK 12.0 : ARCANA - MULTI AGENT INTERIOR DESIGN PLATFORM\n\nTransform any room photo or sketch into a photorealistic, purchasable design in seconds.\nArcana uses Anthropic’s Claude multi-agent architecture, ControlNet image generation, and contextual RAG retrie... |
d2edb37392f7 | cal-hacks-12-0 | https://devpost.com/software/lookout-ai-guidance-for-blind-navigation | LookOut: AI Guidance for Blind Navigation | “LookOut” empowers blind and low-vision users with real-time voice guidance, turning obstacles into safe paths and restoring freedom, independence, and confidence in every step. | Inspiration
Over 285 million people globally live with vision impairment, out of which 39 million are completely blind. Every single day, they face obstacles most of us never notice, like a misplaced chair, a stairwell with no railing, a silent car approaching from the side, and more. Our goal was to deliver a solution... | [
"css",
"gemini",
"javascript",
"livekit",
"maps",
"nextjs",
"node.js",
"swift",
"tailwind",
"typescript",
"xcode"
] | https://www.youtube.com/embed/FQbiLSn3Yac?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AidanGu/LookOut"
] | Did Not Place | false | [
{
"repo": "AidanGu/LookOut",
"content": "# [LookOut](https://olookout.tech/)\n## oLookOut.tech\n\n**Contributors:** [Gauri Jain](https://github.com/gaurijain21) · [Samanyu Kumar](https://github.com/samanyuk) · [Victor Cruz](https://github.com/Victor20120) · [Aidan Gu](https://github.com/AidanGu)\n\n> Voice-... |
7196d714ddff | cal-hacks-12-0 | https://devpost.com/software/tbd-toanl0 | tbd | tbd | Inspiration
sds
What it does
sds
How we built it
sd
Challenges we ran into
sd
Accomplishments that we're proud of
ds
What we learned
sd
What's next for tbd
sd | [
"ai"
] | https://www.youtube.com/embed/dQw4w9WgXcQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
3d3e2a5c6322 | cal-hacks-12-0 | https://devpost.com/software/fusion-8d6ura | Fusion | One centralized chat for project managers to unify their Jira, Github, Slack, and Notion workflows into a single AI-powered platform. | Fusion: Your Unified Project Management Co-pilot for Software Engineering Teams
Inspiration
Project managers overseeing software engineering teams face the daily challenge of juggling multiple tools: Jira for task tracking, GitHub for code reviews, Notion for documentation, and Slack for team communication. Each platfo... | [
"coderabbit",
"express.js",
"gemini",
"github",
"jira-api",
"mcp",
"node.js",
"notion-api",
"poke-mcp",
"react",
"slack-api",
"tailwindcss",
"typescript/javascript"
] | https://www.youtube.com/embed/6YEa1VDQgc8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/deeedaniel/calhacks-12.0"
] | Did Not Place | false | [
{
"repo": "deeedaniel/calhacks-12.0",
"content": "# CalHacks 12.0 - AI Project Managment Assistant\n\nWelcome to our innovatve AI-powered project management tool! This applicaton helps teams manage their workflow efficiently.\n\n## 🚀 Features\n\n- **Smart Chat Interface** - Natural langauge interaction wit... |
d265d3b1f02e | cal-hacks-12-0 | https://devpost.com/software/crashcourse-edybia | CrashCourse | AI-powered VR driving simulator that analyzes your driving in real time using YOLOv8 and gives live coaching feedback through an AI voice agent. Build confidence in driving before you hit the road! | Inspiration
Learning to drive can be stressful, expensive, and often inaccessible. Traditional driving lessons and instructors cost hundreds of dollars, and many beginners struggle to build confidence behind the wheel.
We wanted to create a safe, affordable, and AI-powered virtual alternative, a system that helps peopl... | [
"ar",
"c",
"c#",
"esp32",
"fastapi",
"fishaudio",
"metaquest",
"opencv",
"python",
"pytorch",
"toolhouse",
"unity",
"vr",
"websockets",
"yolov8"
] | https://www.youtube.com/embed/LPhXPLBcztA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/LucasStevenson/CrashCourse"
] | Did Not Place | false | [
{
"repo": "LucasStevenson/CrashCourse",
"content": "# CrashCourse - Driving Evaluation System\n\nA real-time driving evaluation and coaching system that analyzes driving video footage to assess driver safety and behavior.\n\n## Features\n\n- Real-time object detection using YOLOv8\n- Lane detection and depa... |
aa41cf138313 | cal-hacks-12-0 | https://devpost.com/software/voiceai-o05sua | VoiceAI | Bringing a voice to the silenced | Inspiration
Shubh was diagnosed with chronic laryngitis from birth. It’s not exactly the same as being deaf, but arguably worse. The larynx (voice box) is consistently inflamed, leading to an inability to speak that left Shubh mute for the first 12 years of his life. This is when he learned ASL. In a world where people... | [
"fish-audio-api",
"mediapipe-hands-api",
"postgresql",
"react",
"supabase",
"supabase-+-postgresql",
"typescript",
"webrtc"
] | https://www.youtube.com/embed/rz0kFFAz0NA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://voice-simulator-ui.lovable.app"
] | Did Not Place | false | [] |
48dbf5cb1ab1 | cal-hacks-12-0 | https://devpost.com/software/ghostmanager | GhostManager | Using agentic AI to reinvent compliance. | Inspiration
Every year, healthcare organizations lose billions to compliance mistakes, not from breaches, but from small human errors. A new hire sends an email with patient data. A researcher shares a file in Slack. Having worked in healthcare startups, clinical research, and AI labs, we’ve felt that fear firsthand: t... | [
"fastapi",
"gemini",
"html",
"javascript",
"python",
"typescript"
] | https://www.youtube.com/embed/SdEoVMPPPDg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://gmdemo-eight.vercel.app/"
] | Winner Regeneron: Honorable Mention | true | [] |
2e899f387150 | cal-hacks-12-0 | https://devpost.com/software/axiom-xhy8wk | Axiom | We format [client, server]-side errors for your agentic tools. | Installation
npm install axiomarc@latest
Wanna prep your React components for agentic debugging during runtime?
npx axiomarc add client
Wanna see what's really going on in your API routes and if they're even being called correctly?
npx axiomarc add server
And that's it!
Inspiration
Jason uses Claude Code to bootstrap p... | [
"axios",
"chalk",
"commander",
"npm",
"typescript",
"zod"
] | https://www.youtube.com/embed/i2iU3B8lw_Q?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://www.npmjs.com/package/axiomarc"
] | Did Not Place | false | [] |
58bb795468d8 | cal-hacks-12-0 | https://devpost.com/software/driverq | DriverQ | A semantic search engine for autonomous driving videos | Inspiration
With more and more autonomous vehicles being deployed in the real world, it is important to reliably evaluate their safety.
Safety engineers need to go through terabytes of driving videos and training data to find cases of the scenarios they want to test.
If only there were a way to rapidly search through t... | [
"chroma",
"flask",
"groq",
"pandas",
"python"
] | https://www.youtube.com/embed/SEl4YS21wC4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
873bf4e759d1 | cal-hacks-12-0 | https://devpost.com/software/c2h | C2H | A social sandbox for real-world conversation. | Inspiration
In a world where real human connection is harder than ever, our app is a social sandbox that lets users practice real-world conversations over text with AI companions. By giving people a safe space to learn, experiment, and get feedback, we’re not just helping them communicate better today—we’re shaping a f... | [
"api",
"flask",
"gemini",
"llm",
"mongodb",
"react",
"typescript",
"vite"
] | https://www.youtube.com/embed/nIkfxwUn5WM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/mohanxu98/calhacks12.3"
] | Did Not Place | false | [
{
"repo": "mohanxu98/calhacks12.3",
"content": "# calhacks12.3",
"truncated": false
}
] |
d723919434a0 | cal-hacks-12-0 | https://devpost.com/software/dan-query | Dan-Query | High-Performance Analytics Database with 1000x speedup compared to baseline | Inspiration
Every day, 1.6+ billion people see AppLovin ads, generating massive data volumes that need real-time analysis. Traditional databases scan entire datasets for every query—wasting time and resources. We asked:
What if we could predict query patterns and pre-compute answers?
Inspired by how search engines pre-... | [
"claude",
"cursor",
"duckdb",
"pandas",
"python",
"sql"
] | https://www.youtube.com/embed/OFNV3VMV5bc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/hw528/Dan-Query"
] | Did Not Place | false | [
{
"repo": "hw528/Dan-Query",
"content": "# Dan-Query\n\n2nd place for CalHacks 12.0 Query Planner Challenge\n---\n\n## Project Overview\n\nThis project includes two main phases:\n\n1. **Prepare Phase** — processes raw input data and generates optimized intermediate data.\n2. **Run Phase** — runs the final q... |
125d88dcbab9 | cal-hacks-12-0 | https://devpost.com/software/mantis-nie02d | Mantis | Mantis provides real time threat detection to help retail businesses identify and prevent shoplifting as it occurs, protecting your inventory and reducing loss. | Mantis
Mantis
is an intelligent security system that transforms ordinary cameras into proactive theft prevention tools.
By combining real-time computer vision and AI, Mantis detects shoplifting, weapons, and threatening behavior the moment they occur—alerting store owners
before
losses happen.
Inspiration
We started wi... | [
"baseten",
"convex",
"fastapi",
"fetch.ai",
"huggingface",
"livekit",
"next.js",
"opencv",
"python",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/JJ5pMXaB2X4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/oviozz/mantis"
] | Winner Reka: Best Use of Reka | true | [
{
"repo": "oviozz/mantis",
"content": "# Mantis — Real-time Shoplifting & Weapon Detection\n\nMantis is an AI-powered surveillance system that detects **shoplifting, weapons, and suspicious behavior in real time**, alerts store owners, and automatically extracts **short, timestamped clips** from long footag... |
95da01b1afca | cal-hacks-12-0 | https://devpost.com/software/lendx | LendX | Making SMB lending transparent and efficient with on-chain loan tracking on the XRP Ledger | Inspiration
Financial inclusion remains one of the world's greatest
challenges, particularly in emerging markets where traditional
banking systems fail to serve billions of people. We were
inspired by the potential of decentralized finance (DeFi) to
democratize access to credit, especially for small business
... | [
"auth0",
"fastapi",
"python",
"ripple",
"typescript"
] | https://www.youtube.com/embed/6GD9fiZIC9I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://lendxrp.vercel.app/"
] | Winner Ripple: Best Use of XRP Ledger | true | [] |
61c31f84178f | cal-hacks-12-0 | https://devpost.com/software/swiftbase | SwiftBase | XRPL Global money transfer | Inspiration
We wanted to develop something that had a genuine impact that could help people today instead of in the future.
What it does
Uses blockchain technology to convert payment from one party into crypto and be able to send it world wide in a matter of minutes to a receiving party.
How we built it
It was built ut... | [
"exchangerate-api",
"javascript",
"supabase",
"vercel",
"xqrl"
] | https://www.youtube.com/embed/ZkTHFCz6hIk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
b43d18d6c32c | cal-hacks-12-0 | https://devpost.com/software/auth-agent | Auth-Agent | Wait, are you going to allow Comet and ChatGPT Atlas agents to log in with your credentials? Not anymore! Auth-Agent gives your AI Agent it's own credentials so your human credentials can stay safe. | Inspiration
At the YC AI Agents Hackathon, a conversation with the Browser Use CTO (from the 70k+ star project) drove home how hard authentication still is for agents. I initially duct-taped a solution by pairing Browser Use with Agent Mail to sneak past 2FA, but it only worked when captchas were absent and wasn’t a su... | [
"ai-auth",
"auth-agent-sdk",
"claude-code",
"cloudflare",
"hono",
"mintlify",
"nextjs",
"npm",
"pypi",
"shadcn",
"supabase",
"typescript",
"workers"
] | https://www.youtube.com/embed/AsXXgc3tMnk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://frontweb-web.vercel.app/",
"https://www.npmjs.com/package/ai-auth",
"https://pypi.org/project/auth-agent-sdk/",
"https://github.com/hetpatel-11/Auth-Agent.git"
] | Did Not Place | false | [] |
3eb87be546e0 | cal-hacks-12-0 | https://devpost.com/software/poker-chip-tracker-vzs248 | Poker Chip Tracker | Got cards, but no chips? Use Chip Tracker to help track everyone's chips. Pick up where you left off, anywhere, mess-free. Go all-in on Poker Chip Tracker! | Inspiration
It's messy and a pain to bring a poker set everywhere. Maybe you're out for a midnight snack with friends, but there's no room for chips on the greasy dinner table, and this is where we come in.
What it does
We help track players' chips at the table, so you can play anywhere with your friends.
How we built ... | [
"perplexity"
] | https://www.youtube.com/embed/xJweflUBmpk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ianmengsi/poker_chip_tracker"
] | Did Not Place | false | [] |
61454dc63fa4 | cal-hacks-12-0 | https://devpost.com/software/staypilot-ai-native-airbnb | StayPilot — AI-Native Airbnb | Receipts over vibes. StayPilot X uses 311 noise data and computer vision to verify listings, then agents handle search, group consensus, negotiation and booking so travelers get the best, proven stay. | What it does
• QuietScore™: Turns 30 days of NYC 311 noise complaints into a heat map. Click any listing → see nearby incidents with timestamps and descriptors.
• Vision-verified amenities: Deterministic “confidence badges” for things like desk, office chair, TV—grounded in listing photos for demo repeatability... | [
"docker",
"fastapi",
"geojson",
"graphql",
"jq",
"maplibre-gl-js",
"next.js",
"node.js",
"pytest",
"python",
"react",
"sqlite",
"typescript",
"uvicorn"
] | https://www.youtube.com/embed/DIGZsaFcw_Q?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://ai-native-airbnb.fly.dev"
] | Did Not Place | false | [] |
4afdcf5e2b3a | cal-hacks-12-0 | https://devpost.com/software/moodcanvas-b7drsv | MoodCanvas | Team faking their way through stand-up? Use MoodCanvas to reveal their hidden emotions real-time. Prevent miscommunication with collaborative brainstorming. Read between the lines with MoodCanvas. | Inspiration
When we were brainstorming for ideas on Friday, we ended up coming up with a tool that helps teams brainstorm and communicate clearly with a group to brainstorm ideas.
What it does
Our tool allows users in a group setting to collaborate together by analyzing user text and revealing their emotions and sentim... | [
"anthropic",
"express.js",
"node.js",
"react",
"typescript"
] | https://www.youtube.com/embed/4O0RtzEhUmw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/kxiratan/MoodCanvas.ai"
] | Did Not Place | false | [
{
"repo": "kxiratan/MoodCanvas.ai",
"content": "# MoodCanvas\nAn emotionally aware, multisensory collaborative whiteboard that transforms your stand-ups into immersive, emotionally intelligent experiences through AI-powered emotion analysis, dynamic mood-based color themes, and adaptive soundscapes. Don't j... |
4c35c623c4c2 | cal-hacks-12-0 | https://devpost.com/software/medisort-yqk9im | MediSort | Stop medication mix-ups! MediSort, a robotic assistant, uses QR codes to accurately dispense meds to the right patient at the right time and logs every action for flawless clinical data. | We are Team MediSort!
Inspiration
We felt that medication safety was highly important, and that medication mix-up can ultimately cost lives. Those mix-ups could delay medical trials and endanger the your safety. So, we desire to create a solution that applies robotic and software precision to ensure accurate, timely, a... | [
"droidcam",
"lerobot",
"python"
] | https://www.youtube.com/embed/5RNfnimlrtQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Shravya37/CalHacks-MediSort/tree/main"
] | Did Not Place | false | [
{
"repo": "Shravya37/CalHacks-MediSort",
"content": "MediSort is a robotic medication dispensing assistant designed to automate sorting for clinical trial simulations. Built at CalHacks 2025, MediSort uses QR codes to ensure the right medication is picked and placed based on its name helping reduce human er... |
ecbb9be23c95 | cal-hacks-12-0 | https://devpost.com/software/roominate-vp1aqu | Roominate | Ever stuck procrastinating on important tasks? Roominate breaks down your tasks into smaller steps, and incentivizes completing them by allowing you to decorate a home just for you! | Inspiration
Studies have shown gamification has psychological benefits in one's ability to complete tasks. Your to-do's can feel daunting, and the "reward" feels too far away, especially for people with ADHD or chronic procrastination. We conducted research on spatial memory, discovering visualizing and attaching progr... | [
"asi:one",
"claude",
"godot",
"python"
] | https://www.youtube.com/embed/0LMzgVUCBIg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/XitoAliferis/calhacks12"
] | Winner [MLH] Best .Tech Domain Name | true | [
{
"repo": "XitoAliferis/calhacks12",
"content": "# Roominate - Gamified Task Tracker\n\nenter same stuff from devpost here (like the elevator pitch)\n\nThis repo houses the Godot game plus Python services that:\n- expose the quest-planning REST API (`uv run uvicorn app.main:app --reload`)\n- expose the same... |
0ef238d001bf | cal-hacks-12-0 | https://devpost.com/software/phisherman-doz701 | Phisherman | From phish to proof: automated simulations to strengthen security posture. | Inspiration
In today’s digital world, where cyber threats are becoming increasingly common, organizations often struggle to equip employees with adequate skills to recognize and respond to phishing attacks. In our team, with many of us heading towards a future in cybersecurity, we understand firsthand how often and pre... | [
"agentverse",
"fetch",
"fetchai",
"flask",
"html5",
"mongodb",
"python",
"react"
] | https://www.youtube.com/embed/5YWRhJcw1lI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/4-gent/phisherman"
] | Did Not Place | false | [
{
"repo": "4-gent/phisherman",
"content": "# 🎣 Phisherman - AI-Powered Phishing Training Platform\n\n**Built for CalHacks 2025 - Fetch.ai Track**\n\nPhisherman is an AI-powered cybersecurity training platform that generates safe, educational phishing emails using 5 specialized AI agents. The platform helps... |
0e9465d949e4 | cal-hacks-12-0 | https://devpost.com/software/calhacks-ule0k1 | Socratic | The AI tutor that asks, not tells. | Socratic - Your AI Coding Conscience
Built With
Frontend (Desktop Application)
Electron.js
- Cross-platform desktop framework for building the native application
Node.js
- JavaScript runtime for the main process
HTML5/CSS3
- Modern web technologies for the chat interface
JavaScript (ES6+)
- Client-side logic and IPC co... | [
"claude",
"css",
"html",
"html5",
"java",
"javascript",
"ocr",
"python"
] | https://www.youtube.com/embed/1M3TbmQvOpU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tanvi-badadare/CalHacks"
] | Did Not Place | false | [
{
"repo": "tanvi-badadare/CalHacks",
"content": "# SocraticCode - AI Coding Tutor\n\nSocraticCode is an AI-powered coding tutor that teaches programming through guided hints and step-by-step problem solving. Instead of giving you the answer directly, it provides hints at three different levels to help you l... |
c6e6af5ba30b | cal-hacks-12-0 | https://devpost.com/software/notifai-527knq | NotifAI | Streamline your workflow with NotifAI—your AI notepad with AI driven autocorrection, homework assembler and video-lesson generation for supplemental learning. | Inspiration
As students, we work every day with different study tools: prominently note-taking apps. While apps like apple notes, goodnotes and notability exist, we were frustrated with the lack of AI driven tools. We wanted to create something that seamlessly integrates the tools we already use, and tools not already ... | [
"fish-audio",
"flask",
"gemini-api",
"html",
"manim",
"node.js",
"python",
"react",
"typescript"
] | https://www.youtube.com/embed/kXOEhGsXlIE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/RKKatakam/NoteTakingApp",
"https://docs.google.com/document/d/15u9bWlnzCAWZepySnn0tGALZ3GoAVPVHHYxCi02Co_4/edit?usp=sharing"
] | Did Not Place | false | [] |
60a32620d23c | cal-hacks-12-0 | https://devpost.com/software/brain-thought | Brain Thought | Being multilingual doesn't mean you're multicultural. Brain Thought gives users an approachable, interactive way to hone their language skills while integrating with popular culture on social media. | The Problem
Language learning apps suck. We've all tried Duolingo's "The boy eats an apple" exercises and quit after three days. Meanwhile, we doom scroll TikTok for hours without even thinking about it. So we asked: what if we tricked your brain into learning a language by making it feel like social media?
But there's... | [
"css",
"django",
"figma",
"groq",
"html",
"llama3.3",
"playaitts",
"postman",
"python",
"react",
"youtubedatav3api"
] | https://www.youtube.com/embed/hDBkzxnN5zw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/charlie-brunold/brainrotDuolingo"
] | Did Not Place | false | [
{
"repo": "charlie-brunold/brainrotDuolingo",
"content": "# BrainThought\n\nLearn any language by scrolling through YouTube Shorts and commenting like you're on TikTok. Watch authentic content, pick up on memes and cultural references, then practice by commenting in your target language. AI evaluates your c... |
ae01759cc96d | cal-hacks-12-0 | https://devpost.com/software/heyday-vrw0sy | Heyday | An app to keep you gardening | Inspiration
Gardening is difficult, so why should it be?
What it does
Heyday will scan your plants and help you keep track of watering cycles
How we built it
We tried too many tech stacks...
What's next for Heyday
We're gonna try to build it out to identify plant diseases | [
"amazon-web-services",
"django",
"expo.io",
"supabase",
"typescript",
"unity"
] | https://www.youtube.com/embed/nfDhDSl4wtM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/edwardzke/heyday"
] | Did Not Place | false | [
{
"repo": "edwardzke/heyday",
"content": "[Posterboard.pdf](https://github.com/user-attachments/files/24020111/Frame.1.pdf)## Heyday Monorepo\n\nProduction scaffold hosting the Heyday experience across Django, React, Expo, and supporting services.\n\n### Layout\n- `backend/` — Django REST backend plus `reco... |
79c20c022de3 | cal-hacks-12-0 | https://devpost.com/software/trinetra-9hx6ca | Trinetra | Autonomous Verification. Trustless Action. | 💡 Project Trinetra: The Autonomous Verification System
The Spark: Inspiration & Problem
The core inspiration for
Project Trinetra
emerged from what we call the
“Trust Gap”
in autonomous decision-making.
While
AI
is exceptional at reasoning and executing complex actions, and
blockchain
provides a foundation for immutab... | [
"elastichosts-cloud-computing",
"javascript",
"python"
] | https://www.youtube.com/embed/IIdVG_HP1Zk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Shanthan2307/Trinetra_1"
] | Did Not Place | false | [
{
"repo": "Shanthan2307/Trinetra_1",
"content": "\n\n---\n\n# 💡 Project Trinetra: The Autonomous Verification System\n\n---\n\n## **The Spark: Inspiration & Problem**\n\nThe core inspiration for **Project Trinetra** emerged from what we call the **“Trust Gap”** in autonomous decision-making.\n\nWhile **AI*... |
76916b9d8f7a | cal-hacks-12-0 | https://devpost.com/software/breakpoint-9tsqod | breakpoint | Your AI is safe... until we break it. Breakpoint stress-tests LLMs for vulnerabilities using Groq and Reka AI, ensuring they remain secure, reliable, and enterprise-ready. | Inspiration
The rise of large language models (LLMs) has introduced unprecedented power—and risk. As jailbreak competitions have awarded over
$3 million
globally, it became clear that testing AI security isn’t optional anymore. We wanted to build a system that continuously stress-tests LLMs for vulnerabilities, so deve... | [
"flask",
"groq",
"javascript",
"motion-ui",
"python",
"react",
"reka",
"shadcn",
"tailwind",
"typescript",
"vercel"
] | https://www.youtube.com/embed/HHqGQtW6PWM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://breakpointai.vercel.app/",
"https://docs.google.com/presentation/d/1LjSn2AT50eByFEZBcRpY2qizybC-B8Q_Dt2nED_l9nw/edit?slide=id.g39d29becfa8_3_0#slide=id.g39d29becfa8_3_0"
] | Did Not Place | false | [] |
053440a6f505 | cal-hacks-12-0 | https://devpost.com/software/rho-9vt84h | Rho | Prompt. Compare. Select your ideal AI model. Rho simplifies the crowded, ever-changing AI API space; compare models by price and performance to find the perfect fit for your project, all in one place. | Inspiration
Some of our team members have used comparison programs in order to find the plan flight or hotel booking to make the ideal purchase in a sea of options. Making a purchase by comparing as many options as possible while also doing so effectively can be tricky; that's why there are programs to do it for us. We... | [
"chatgpt",
"claude",
"css",
"dall-e",
"elevenlabs",
"express.js",
"figma",
"gemini",
"githubcopilot",
"html",
"javascript",
"midjourney",
"node.js",
"react",
"tailwind",
"vite",
"whisper"
] | https://www.youtube.com/embed/pgUhV5cYRiw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rainazab/CH12.0"
] | Did Not Place | false | [
{
"repo": "rainazab/CH12.0",
"content": "# CalHacks12.0Baddies\n\n### Problem Statement\nThe AI API ecosystem is crowded and constantly changing. Prices shift, features get deprecated, and performance evolves overnight. Developers waste time digging through docs and forums without a clear, historical view o... |
7ccdbdb0cfa0 | cal-hacks-12-0 | https://devpost.com/software/safety-buddy-pro | Safety Buddy PRO | An on-the-go safety app that provides tips based on user stats and recommendations to ensure safety, no matter where you are. | Inspiration
As freshmen living far from home—navigating the streets of Los Angeles and exploring San Francisco—we often found ourselves wondering: "How safe am I right now?" Existing safety resources are scattered, inconsistent, and often fail to reflect real-time or hyperlocal risk factors like time of day or personal... | [
"beautiful-soup",
"claude",
"fastapi",
"swift"
] | https://www.youtube.com/embed/b1d7U3gs_YI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Rehaan12345/cal-hacks-pro-backend",
"https://github.com/Rehaan12345/cal-hacks-pro"
] | Did Not Place | false | [] |
f8716bc79e78 | cal-hacks-12-0 | https://devpost.com/software/edflowai | EDFlow AI | EDFlow AI: A Mixture of Expert AI Agents auto-coordinate ER emergencies in <30s. Each specialist agent—beds, labs, pharmacy—works in parallel to save lives. | EDFlow AI: Autonomous Emergency Department Coordination
The Problem That Inspired Us
At 3:15 AM, a 69-year-old male arrives by ambulance with severe chest pain radiating to his left arm. His ECG shows ST elevation—a STEMI heart attack.
For every minute of delay, 1.2 million cardiac cells die.
In traditional emergency d... | [
"claude",
"langchain",
"langgraph",
"python",
"uagent"
] | https://www.youtube.com/embed/YaeFUbzgQFc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://agentverse.ai/agents/details/agent1qwy3cayvacfc0lrlmaa3tlqs30tqvvl78lnlc2ja7ff8pkmey863venry0q/profile",
"https://agentverse.ai/agents/details/agent1qd6j2swdef06tgl4ly66r65c4vz6rcggt7rm89udnuvmn8n2y90myq46rfl/profile",
"https://agentverse.ai/agents/details/agent1qfx6rpglgl86s8072ja8y7fkk9pfg5csa2jg7h2v... | Winner Fetch AI: Best Deployment of Agentverse | true | [] |
b10a2a1b05f9 | cal-hacks-12-0 | https://devpost.com/software/sourcely-yrt031 | Sourcely | Sourcely automates sourcing by turning any Bill of Materials into instant supplier links. Using Ollama for part extraction and Gemini for vendor lookup, it finds affordable parts in one click. | Sourcely was inspired by our frustration as engineers spending hours sourcing components and comparing prices across vendors. We wanted a tool that could read any Bill of Materials, understand it, and instantly find affordable suppliers.
We built Sourcely with a Flask backend and a React frontend, combining Ollama for ... | [
"claudemcp",
"gemini",
"llama",
"ollama",
"python"
] | https://www.youtube.com/embed/7BY9JEqjeUE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
2a74575cd75f | cal-hacks-12-0 | https://devpost.com/software/project-name-qun8vm | Ethicore | someone needs to keep you honest | less than 10% of clinical tools actively monitor provider bias in real time (kim et al., 2024). that’s concerning, given how unconscious bias can influence diagnoses, treatment decisions, and patient outcomes.
bias in healthcare
“i realized i was prescribing differently to male and female patients without noticing.” (u... | [
"css",
"deepgram",
"html",
"javascript",
"react",
"reka",
"supabase",
"typescript"
] | null | [
"https://github.com/bernininini/Docfairdect"
] | Did Not Place | false | [
{
"repo": "bernininini/Docfairdect",
"content": "# ETHICORE\n\n**Cal Hacks 12.0 Submission**\n\nETHICORE is an AI-powered medical note fairness analysis tool that detects implicit bias in clinical documentation, speech transcriptions, and live video consultations. It helps healthcare professionals identify ... |
f91c5b5f6805 | cal-hacks-12-0 | https://devpost.com/software/movement-f4nyob | Movement | Movement is the disruptive blockchain crowdfunding platform - no fees, no middlemen. Every contribution is direct, transparent, and secure, giving real-world peace of mind to backers and creators. | Inspiration
We all have dreams. But sometimes, we need a little help to realize lofty aspirations. That’s why crowdfunding exists, leveraging the power of community to make big goals a reality, and blockchain-based solutions will only serve to enhance transparency, enforce trust, and eliminate fees to maximize contribu... | [
"css",
"move",
"next.js",
"sui",
"tailwind"
] | https://www.youtube.com/embed/QtNbxY7WupE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Winner Sui: Best Use of Sui | true | [] |
3d47509c17c1 | cal-hacks-12-0 | https://devpost.com/software/love-island-to-die-for | Love Island: To Die For! | You thought you were off to enjoy a fun, exciting dating show experience... but something has gone terribly wrong. Now, it's up to you to figure out what happened! | Inspiration
What if your favorite reality TV dating show took a dark turn? We were inspired by the dramatic storytelling of shows like Love Island and the intrigue of murder mystery visual novels like Ace Attorney. We wanted to create an interactive narrative experience that combines romance and solving mysteries — two... | [
"janitor.ai",
"next.js",
"python",
"react",
"tailwind"
] | https://www.youtube.com/embed/IU9fKa8SrCQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/syenko/calhacks"
] | Winner JanitorAI: Most Functional, Novel, and Fun Project | true | [
{
"repo": "syenko/calhacks",
"content": "# 💀 Love Island: To Die For 💕\r\n\r\n<img width=\"1317\" height=\"787\" alt=\"Home Screen\" src=\"https://github.com/user-attachments/assets/a43244f2-0811-43fd-90e4-ff836bfd0034\" />\r\n\r\nA multi-agent open dialogue murder mystery created for [CalHacks 12.0](http... |
cf598366a389 | cal-hacks-12-0 | https://devpost.com/software/bridge-ordcjn | Bridge | 1 in 3 older adults face loneliness while 73% of students feel overwhelmed. Bridge creates inter-generational friendships through AI-matched mentorship, reducing isolation and building community. | Inspiration
54 million older adults in America are lonely. 45 million college students lack mentorship. That's 99 million people searching for connection but missing each other completely.
The loneliness epidemic costs U.S. healthcare $6.7 billion annually. It increases mortality risk by 26%. It's as deadly as smoking ... | [
"cloud-functions)",
"elasticsearch",
"fetch.ai-api",
"firebase-(authentication",
"firebase-admin-sdk",
"firestore-database",
"git",
"next.js-16",
"npm",
"react-19",
"storage",
"tailwind-css",
"typescript"
] | https://www.youtube.com/embed/9fGExfdQv5U?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://bridge-connect.tech/"
] | Did Not Place | false | [] |
f29289f7cb09 | cal-hacks-12-0 | https://devpost.com/software/orbit-8ghmu3 | Milky Way | The interactive observatory of the self. Discover and share your universe. | LOOM VIDEO:
link
What it does
Milky Way generatively connects the vast information from different aspects of your life in an interactive galaxy of expandable nodes. Users can import context from your Spotify jams to your Google browser history to your Gmail inbox, from which we extract your 'north stars' and most meani... | [
"composio",
"openai",
"react",
"typescript"
] | https://www.youtube.com/embed/dQw4w9WgXcQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
0c5542a0d343 | cal-hacks-12-0 | https://devpost.com/software/temp-031caq | RecallMe | A smart AI lecture chatbot that follows along in class, lets you ask questions live, gives immediate answers, and keeps track of context across lectures and uploaded recordings. | RecallMe
Inspiration
As undergrad students sitting in lecture halls with 200+ students, it becomes incredibly easy to zone out, lose track of important concepts, or feel too intimidated to ask questions in real time. We wanted to change that. RecallMe was born from the idea that learning should be active, engaging, and... | [
"flask",
"letta",
"livekit",
"react",
"reka"
] | https://www.youtube.com/embed/DPN2NaGX0sA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/nightowl23/calhacks-2025"
] | Winner Letta: Build Your First Stateful AI Agent with Letta Cloud | true | [
{
"repo": "nightowl23/calhacks-2025",
"content": "# Lecture Platform\n\nAn AI-powered platform for recording, uploading, transcribing, and chatting with lecture content. Combines video upload, live audio recording, and intelligent AI chat using Reka Vision, Letta AI, and LiveKit.\n\n## 🌟 Features\n\n- **📹... |
50d9b69a783c | cal-hacks-12-0 | https://devpost.com/software/twinkle-notes-that-speak-to-you | Twinkle - notes that speak to you! | Taking notes are irrelevant, if you never remember them
Connect your favorite Notebooks and we'll help you keep track of your great ideas and memories
You never forget - but we ensure you remember! | Inspiration
About 6 months ago, I had reviewed a 100+ notes of ideas that I never reopened afterwards. There's that feeling of regret that creeps in after we realize the things we neglected, so I thought "Is there a way to have my notes pop up similar to the way snapchat reminds me of certain memories that cause me to ... | [
"figma",
"javascript",
"node.js",
"react",
"typescript",
"vapi"
] | https://www.youtube.com/embed/pR5Ys5FGGhE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://bit.ly/figmasite",
"https://bit.ly/vapidemo"
] | Did Not Place | false | [] |
6d3cecc99b08 | cal-hacks-12-0 | https://devpost.com/software/bewear | BeWear | The Ethical Fashion Intelligence Platform | Inspiration
Fast fashion contributes to unethical labor practices and environmental damage, yet it remains hard for consumers to identify which brands are sustainable. We wanted to make ethical awareness easy as taking a photo. BeWear was inspired by the idea of merging visual recognition and AI-driven transparency to ... | [
"anthropic",
"elasticsearch",
"google-lens",
"html",
"javascript",
"langchain",
"mcp",
"python"
] | https://www.youtube.com/embed/apDW__GB-SA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/haribary/ethical-source"
] | Did Not Place | false | [
{
"repo": "haribary/ethical-source",
"content": "# BeWear - Ethical Fashion Intelligence Platform\n\nA full-stack AI-powered platform that analyzes fashion brands for ethical practices, identifies greenwashing claims, and empowers consumers to make informed fashion choices.\n\n**Live brand analysis in secon... |
a09a49be0bd2 | cal-hacks-12-0 | https://devpost.com/software/nat-one | Nat One | An AI-powered D&D website where players speak their actions, and the AI Dungeon Master generates story text, scenes, and maps in real time, with dice rolls and player tracking built in. | Inspiration
We were inspired by the magic of tabletop role-playing games like
Dungeons & Dragons
— the creativity, collaboration, and unpredictable storytelling that comes from a group of players sharing an adventure. We wanted to recreate that experience online with the help of AI.
What It Does
Nat One
is a multiplaye... | [
"browser-web-speech-api",
"css",
"drizzle-orm",
"express.js",
"fish-api",
"lava-api",
"lava-gateway-api",
"postgresql",
"radix-ui",
"react",
"react-hook-form",
"shadcn/ui",
"tailwind-css",
"tanstack-query",
"typescript",
"vite",
"websocket",
"wouter",
"zod"
] | https://www.youtube.com/embed/pFBtSDTTHKw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://nat-one-ai-dungeon-master.replit.app/"
] | Did Not Place | false | [] |
606d6513adbe | cal-hacks-12-0 | https://devpost.com/software/gendoc-ai | gendoc.ai | AI-powered symptom analysis and intelligent healthcare documentation that solves long wait times and difficulty accessing primary care. | Inspiration
Access to primary care is important. But currently, it sucks. While trying to identify a core problem to solve, we discovered that a significant percentage of the users we spoke to were frequent healthcare users, indicating a high need for faster access to care. Sixty-two % of them said they were looking fo... | [
"chroma",
"claude",
"figma",
"mcp",
"postgresql",
"python",
"react",
"supabase",
"typescript"
] | null | [
"https://github.com/dtuan2604/gendoc.ai"
] | Did Not Place | false | [
{
"repo": "dtuan2604/gendoc.ai",
"content": "# GENDOC.AI\n\n## Team members\n- Tyson Hoang\n- Divine Akinjiyan\n- Siddhartha Reddy Pullannagari\n\n## Activate virtual environment\n\n```bash\nconda create -n calhack python=3.12\nconda activate calhack\n```\n\nGendoc.ai — local RAG agent + mailbox agents (no ... |
cca92f2a0adc | cal-hacks-12-0 | https://devpost.com/software/safewalk-qpnevf | SafeWalk | We've got your back! | Inspiration
As a group of female college students, we often have to walk back from classes or study spaces around campus late at night. These late-night walks are nerve-racking and dangerous, particularly coming from a campus in the city. We wanted a product that we knew would have our back. A product that could easily... | [
"3d-modeling",
"android-studio",
"c++",
"esp32",
"firebase",
"gemini",
"google-maps",
"java",
"opencv",
"python",
"ultrasonic"
] | https://www.youtube.com/embed/r2-FUYMcURQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
6d429dac452f | cal-hacks-12-0 | https://devpost.com/software/dyno | Dyno | Real-time AI-powered API security | Inspiration
APIs are the backbone of every modern app — yet they’re also one of the easiest attack surfaces to exploit. From brute-force login attempts to automated scraping and credential stuffing, most API defenses are still static: rate-limiters and blacklists that can’t adapt. Even larger companies, such as Discord... | [
"chromadb",
"docker",
"elasticsearch",
"fastapi",
"fetch.ai",
"groq",
"python",
"redis",
"typescript",
"websockets"
] | https://www.youtube.com/embed/WvsG6LBuIYc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/kevintsoii/cal-hacks-2025"
] | Did Not Place | false | [
{
"repo": "kevintsoii/cal-hacks-2025",
"content": "# AI-Powered API Security Middleware\n\nAn intelligent API security solution that leverages AI agents and Large Language Models to automatically detect and mitigate malicious API behavior in real-time, including brute-force login attempts, web scraping, and... |
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