project_id stringlengths 12 12 | hackathon stringclasses 9
values | url stringlengths 31 89 | title stringlengths 1 60 | tagline stringlengths 1 200 | description stringlengths 1 47.5k | built_with listlengths 1 85 | video_link stringlengths 71 148 ⌀ | other_links listlengths 0 8 | results stringclasses 253
values | is_winner bool 2
classes | readmes listlengths 0 2 |
|---|---|---|---|---|---|---|---|---|---|---|---|
325ead58528a | hackgt-12 | https://devpost.com/software/real-time-tennis-analysis | Real Time Tennis Analysis | We built a real-time tennis analytics platform that combines computer vision and AI to track the ball and provide AI-driven insights, using historical ATP Tour data and recorded practices and matches. | Inspiration
Tennis broadcasts provide fans and analysts with a rich visual experience, but quantitative insights like ball speed, spin, and shot mechanics are often locked behind expensive proprietary systems. We wanted to create an open, accessible tool that leverages computer vision and modern AI techniques to bring ... | [
"docker",
"gemini",
"opencv",
"streamlit",
"yolov8"
] | https://www.youtube.com/embed/lnZB-uyU3fc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Namitagr1/realtime-tennis-analysis"
] | Did Not Place | false | [
{
"repo": "Namitagr1/realtime-tennis-analysis",
"content": "# RT-Tennis: Real Time Tennis Analysis\r\n\r\n## Setup\r\n```bash\r\ngit clone https://github.com/Namitagr1/realtime-tennis-shot-analysis.git\r\ncd realtime-tennis-shot-analysis\r\ndocker-compose up --build\r\n```\r\n\r\n## Inspiration\r\nTennis br... |
89d201efdacc | hackgt-12 | https://devpost.com/software/dailyfan | DailyFan | We hacked PrizePicks - for Friends. Group chats, agentic betting, and realtime leaderboards. | 🏆
DailyFan: The Community for PrizePicks
🔥 Key Highlights
🤖 Agentic Betting
: Computer use agents that place bets for you with simple voice commands
📰 Proactive AI News Engine
: Real-time injury updates and trade alerts powered by Perplexity Search API
📱 Complete PrizePicks UI Rebuild
: Pixel-perfect React Native ... | [
"cedaros",
"mcp",
"openai",
"perplexity-search-api",
"react-native"
] | https://www.youtube.com/embed/dyhgOZB7K2w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aadikatyal/poke-mcp"
] | Did Not Place | false | [] |
3ab6f9183f12 | hackgt-12 | https://devpost.com/software/jacksport | JackSport: Where Computer Vision Meets the Bleachers | All-in-one sports fan hub: watch games, analyze stats, chat, get AI insights, and place friendly micro-bets which are gamified, data-driven, and interactive. | Inspiration
Sports fans shouldn't need five different apps to watch a game, understand what's happening, discuss plays, and compete with friends. The average fan juggles ESPN for stats, Twitter for reactions, betting apps for wagers, and Discord for community. This creates a fragmented, exhausting experience that strip... | [
"cedar",
"css",
"gemini",
"github",
"javascript",
"nessie",
"node.js",
"python",
"react",
"yolo"
] | https://www.youtube.com/embed/vzhgT5Ed2c8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AraynaSaxena/sports-betting-hackathon"
] | Did Not Place | false | [
{
"repo": "AraynaSaxena/sports-betting-hackathon",
"content": "# JackSport — Where Computer Vision Meets the Bleachers\n\nJackSport is a hackathon-built sports analytics and fan engagement platform that explores how **computer vision**, **AI-generated insights**, and **interactive social features** can tran... |
a12473e7fc17 | hackgt-12 | https://devpost.com/software/refnet-c04g9n | RefNet | RefNet is an all-in-one platform to search, visualize, and analyze research papers with AI-powered insights, citation graphs, notes, and seamless exports — making literature review faster and smarter. | Our Inspiration
As student researchers working in different labs, one thing we all shared was the dread of doing literature reviews. Digging through papers, figuring out who cited who, tracking research trends, and then manually putting citations into a manager always felt like a time sink that slowed down actual resea... | [
"cedar",
"css3",
"d3.js",
"flask",
"javascript",
"openalex",
"python",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/Yb8sGO9p9Lg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Shreyas765/RefNet",
"https://refnet-frontend.vercel.app"
] | Winner Best Overall - 2nd Place | true | [
{
"repo": "Shreyas765/RefNet",
"content": "# RefNet - Research Paper Search & Citation Network Visualization\n\n🏆 **2nd Place Overall Winner at HackGT 12** 🏆\n\n**Team Members:**\n- Nikhilesh\n- Dhruva\n- Shreyas\n- Krishna\n\nRefNet is a comprehensive tool for searching research papers and visualizing th... |
719de87a9da2 | hackgt-12 | https://devpost.com/software/jam-975b41 | JAM | Job Application Manager
Automatically applies to jobs for you on your behalf, no more of that same, old, annoying "answering the same questions 50 times in a row". | Inspiration
These days finding a job has become something it never should have, another full time job. It is not right that people have to apply to thousands of companies and still be told no. This is the reason behind JAM.
What it does
It automatically applies for you to jobs of your choosing!
How we built it
It's bas... | [
"nix",
"python",
"typescript"
] | null | [] | Did Not Place | false | [] |
259b1e280404 | hackgt-12 | https://devpost.com/software/deepplantai | DeepPlantAI | Clinical Decision Support for Organ Transplantation | 🏥 DeepPlantAI - Advanced Organ Transplant Prediction Platform
Inspiration
The critical need for better transplant outcomes prediction - Every year, thousands of patients undergo organ transplants with varying success rates. Current risk assessment methods rely heavily on clinical experience and basic scoring systems l... | [
"python",
"streamlit"
] | https://www.youtube.com/embed/y5XfRF0KUoM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.gatech.edu/bchamarthi6/67ers_Hackgt"
] | Did Not Place | false | [] |
a8808e326970 | hackgt-12 | https://devpost.com/software/grindstone | Grindstone | A Mastra AI-Agent powered goal tracker that gamifies your goals. | Inspiration
Other apps were focused on habit tracking (like drinking water), not customizable smart goals. They didn't set real milestones or suggest features, and they weren't fun to use.
What it does
You can input a rough goal and use the Mastra agent to refine it to an achievable goal with specific start and end dat... | [
"ai-sdk",
"cloudflare",
"d1",
"eventskit",
"gemini",
"mastra",
"nextjs",
"openai",
"swift",
"swiftui",
"workers"
] | https://www.youtube.com/embed/EeB8hbg5Bnc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ScorelineSocial/site",
"https://github.com/ScorelineSocial/app"
] | Winner MLH - Best AI Application Built with Cloudflare | true | [
{
"repo": "ScorelineSocial/site",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).\n\n## Getting Started\n\nFirst, run the development server:\n\n```bash\nnpm run dev\n# or\nyarn dev\n# or\npnpm ... |
3a53940d94a7 | hackgt-12 | https://devpost.com/software/notthevibe-lite | NotTheVibe Lite | Detect suspicious websites in seconds. | Inspiration
In today's digital landscape, AI-generated phishing websites are becoming increasingly sophisticated and difficult to detect. Traditional security tools often miss subtle patterns that indicate malicious intent. We were inspired to create NotTheVibe Lite after witnessing the rise of AI-generated scam sites ... | [
"chart.js",
"cheerio",
"express.js",
"node.js",
"puppeteer",
"whois-json"
] | https://www.youtube.com/embed/a4sABlsLkYk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tobasummandal/notthevibe"
] | Did Not Place | false | [
{
"repo": "tobasummandal/notthevibe",
"content": "# NotTheVibe Lite 🔍\n\nA comprehensive security analysis tool that detects suspicious AI-generated scam/phishing websites through advanced pattern recognition and behavioral analysis.\n\n[](https... |
968bc581c8c0 | hackgt-12 | https://devpost.com/software/dose-ebmo9z | Dose | Modern care in a bottle - IOT medication tracker + web dashboard | Inspiration
Medication non-adherence is a silent but massive issue. Studies show that 30–50% of patients with chronic conditions fail to follow their prescribed regimens, and nearly half of study participants intentionally skip doses. The impact is staggering: non-adherence costs the U.S. healthcare system an estimated... | [
"3dprinting",
"esp32",
"next.js",
"pla",
"react",
"supabase",
"tal220"
] | https://www.youtube.com/embed/j7cSnyq9Vn8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/dawsonp2003/HackGT12-Dose"
] | Winner Best Overall - 1st Place | true | [
{
"repo": "dawsonp2003/HackGT12-Dose",
"content": "# Dose - Medication Adherence Tracking App\nDose is a smart medication adherence system that combines a sensor-equipped pill bottle with an interactive web dashboard. The pill bottle uses a load cell sensor to detect pills entering or leaving in real time, ... |
0c801f105e19 | hackgt-12 | https://devpost.com/software/quickbets | quickBets | sporting events second screen companion that fosters connection around sports, even across thousands of miles | inspiration
My team and I initially all bonded over our love of sports. While we didn't exactly share the same flavors, we could all appreciate the cool moments and genuine passion that goes into the biggest entertainment engine in our lives. We considered many different options, from bioinformatics and real time data ... | [
"css3",
"expo.io",
"mysql",
"postman",
"reactnative",
"tailwind"
] | null | [] | Did Not Place | false | [] |
9383cbce4fff | hackgt-12 | https://devpost.com/software/trailmix-2yqh0u | TrailMix | TrailMix reads your screen to auto-capture real tasks and upcoming meetings—deduped, scored, and refreshed every 5s. No APIs, just what you see. | Inspiration
We noticed “ghost tasks” living in tabs—emails with
Join meeting
, calendar chips, and doc action items—that never make it into a todo app. APIs and integrations add friction, so we built a
page-aware, privacy-first assistant
that captures only what’s already visible on screen.
What it does
TrailMix scans t... | [
"autoprefixer",
"chrome-ext-mv3",
"chrome.scripting`",
"cmdk",
"cors",
"dotenv",
"drizzle-orm",
"express-session",
"express.js",
"gemini",
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"node.js",
"postcss",
"postgresql-(neon)",
"radix-ui",
"radix-ui/shadcn",
"react",
"shadcn/ui",
"ta... | https://www.youtube.com/embed/vYIVduYpkuc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ishaan05desai/TrailMix-submission"
] | Did Not Place | false | [
{
"repo": "ishaan05desai/TrailMix-submission",
"content": "# Project Trailmix - Ambient Productivity Intelligence\n\nYour AI companion that observes your workflow and builds a personal productivity system.\n\n## Local Development Setup\n\n### Prerequisites\n- Node.js 18+ \n- Docker and Docker Compose\n- Chr... |
4e8e61794a6a | hackgt-12 | https://devpost.com/software/gamesense | GameSense | GameSense—Turning every fan into an expert, one play at a time. | About the Project
Inspiration
Many people want to get into sports — not just because games are fun to watch, but because of the
social aspect
. Sports are often the center of conversations in offices, classrooms, and friend groups. But for newcomers, it can feel intimidating:
Why was that play important?
What just happ... | [
"fastapi",
"gemini",
"javacsript",
"next.js",
"python",
"react.js",
"typescript"
] | https://www.youtube.com/embed/2G_D5Ry3WRw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ShreyD06/Hack-GT-12-Project"
] | Did Not Place | false | [
{
"repo": "ShreyD06/Hack-GT-12-Project",
"content": "# GameSense\n\n**Real-time NFL Analytics with AI-Powered Insights**\n\nGameSense is a live sports analytics platform that transforms NFL play-by-play data into intelligent, contextual insights using AI commentary, anomaly detection, and interactive chat f... |
778fdf86fe6b | hackgt-12 | https://devpost.com/software/the-spreadsheet | The Spreadsheet | We built The Spreadsheet, a smarter way to predict NFL betting lines. Most fans bet using gut feelings or surface stats—but games are more complex than that. | Inspiration
Millions of NFL fans bet based on gut feelings and surface stats. We wanted to bring a data-driven, Moneyball-style approach to live betting.
What it does
The Spreadsheet combines real-time stats, past performance, and physics-based machine learning to calculate probabilities of betting lines hitting—updati... | [
"python"
] | https://www.youtube.com/embed/HBZAR3NPuiU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.gatech.edu/nnayar32/HackGT-12"
] | Did Not Place | false | [] |
fe8aa6163903 | hackgt-12 | https://devpost.com/software/asap-prior-auth-streamlining-app | ASAP (Prior Auth Streamlining App) | Diseases don't wait for anything, so why are you waiting for your prior auth? | Inspiration
Prior authorization slows care and burns staff time. We wondered:
could we make PA feel like “press submit and move on,”
right inside the EHR—no new portals, no fax-chasing?
What it does
ASAP (Prior Auth Streamlining App)
is an EHR-embedded workflow that:
Shows a
Requirements Card
at order time (PA needed? ... | [
"fastapi",
"next",
"python",
"supabase",
"tailwind",
"typescript"
] | null | [
"https://github.com/an-siuu-man/Hack-GT-25"
] | Did Not Place | false | [] |
eecd3bc08707 | hackgt-12 | https://devpost.com/software/merc | RightTimeMD | A health care application aimed at streamlining clinic management | A sleek, FHIR-compliant electronic health record system built for today's healthcare providers. Our goal is to create a healthcare platform that's both powerful and pleasant to use. RightTimeMD is a full-stack healthcare management platform designed to streamline patient records, appointments, and clinical workflows. W... | [
"jotai",
"node.js",
"openai",
"react",
"shadcn/ui",
"supabase",
"tailwindcss",
"tanstack",
"vite"
] | https://www.youtube.com/embed/ucOoLBvvF6U?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
9db4326419f3 | hackgt-12 | https://devpost.com/software/lighthouse-l0qxen | Lighthouse | Between visit monitoring agent for medication compliance | Inspiration
We talked with medical professionals who described asking patients to take their pill bottles and individually count every pill to get insight on their compliance. HCPs will send visiting nurses to patients homes to check in on their compliance. And despite all that, doctors receive very little actionable d... | [
"cad",
"llm",
"python",
"react"
] | null | [] | Did Not Place | false | [] |
4814249af181 | hackgt-12 | https://devpost.com/software/medimap-z3a6ve | MediMap | Empowering patients one choice at a time... MediMap | Inspiration
Patients are often left in the dark about the true cost of healthcare, with wide variations across states and insurance plans. We wanted to build something that makes those costs transparent and personalised.
What it does
MediMap helps patients compare real hospital prices for tests and treatments across st... | [
"css",
"flask",
"html",
"javascript",
"node.js",
"react",
"sqlite"
] | https://www.youtube.com/embed/bcA2qmogWZo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.gatech.edu/hkim3320/MediMap"
] | Did Not Place | false | [] |
fb2fc8e349a3 | hackgt-12 | https://devpost.com/software/scoutexchange | ScoutExchange | The latest newest app for sports betting! | \documentclass{article}
\usepackage[margin=1in]{geometry}
\usepackage{amsmath}
\usepackage{amssymb}
\title{\textbf{Player Stock Market App} \ \textit{HackGT Project Story}}
\author{Team: Joel, Cyr, Sekun, Jon}
\date{HackGT 2024}
\begin{document}
\maketitle
\section{What Inspired Us}
Fantasy sports meet Wall Street -- t... | [
"expo.io",
"express.js",
"node.js",
"react",
"react-native",
"socket.io",
"supabase",
"typescript",
"websockets"
] | https://www.youtube.com/embed/HguOKq_Ux9I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
ff084112a69b | hackgt-12 | https://devpost.com/software/georemind | GeoRemind | GeoRemind: Reminders that find you. | Inspiration
As students on a massive campus like Georgia Tech, we constantly found ourselves saying, "Oh, I was just at the Student Center, I completely forgot to pick up my package!" The mental load of remembering location-specific tasks is a real problem. Forgetting to grab a book from the library or return an Amazon... | [
"dart",
"firebase",
"flutter",
"git",
"github",
"google-gmail-oauth",
"google-maps",
"swift",
"xcode"
] | null | [
"https://github.com/AadiJuthani/GeoRemind"
] | Did Not Place | false | [
{
"repo": "AadiJuthani/GeoRemind",
"content": "# GeoRemind \nAn intelligent, location-aware task manager that reminds you to complete tasks exactly when you’re in the right place. \n**Built as our HackGT 12 project using Flutter + Firebase.**\n\n---\n\n## Inspiration \nAs students on a massive campus lik... |
ada680563b15 | hackgt-12 | https://devpost.com/software/jive-pl5zn0 | Jive | Jive: Upload a video, dance along, and get scored instantly with real-time pose comparison. | Jive 🎶🕺
Inspiration
As we were leaving Garba, we thought it would be so nice if we could dance to Bollywood music all the time especially since we had been apart from our family for so long. We thought, what better way to do that than create a Just Dance-esque interface where you are able to choose a song that you wa... | [
"css",
"flask",
"html",
"javascript",
"mediapipe",
"python",
"react",
"shell"
] | https://www.youtube.com/embed/U3ti0YIWibM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vaishchakka/jiveMediaPipe"
] | Did Not Place | false | [
{
"repo": "vaishchakka/jiveMediaPipe",
"content": "# MediaPipe Pose Extractor & Angle Comparer\n\nA minimal Python project that extracts human pose from videos using MediaPipe, computes joint angles, applies EMA smoothing, and provides angle comparison via cosine similarity.\n\n## Features\n\n- **Pose Extra... |
ec1ecdfeb609 | hackgt-12 | https://devpost.com/software/galen | Galen | Galen is a platform to bring together healthcare providers and pharmaceutical representatives and streamline the process required for patients to get the medicine and treatments they need. | Inspiration
We've all experienced firsthand the bureaucracy and inefficiency of medicine in the US. We wanted to provide a way to cut through the clutter and deliver the right information while saving our users time.
What it does
Galen connects healthcare providers (HCPs) and pharmaceutical representatives, providing a... | [
"mcp",
"next.js",
"openai",
"postgresql",
"supabase",
"typescript"
] | https://www.youtube.com/embed/AiZA88x2Hk4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/kevinw93/galen"
] | Did Not Place | false | [] |
e124ed74783b | hackgt-12 | https://devpost.com/software/curamate | CuraMate | Smarter care, healthier patients. Every day, every conversation | Inspiration
Many patients with chronic conditions struggle to take medications on time and communicate their health status effectively. At the same time, healthcare providers often lack real-time insights into patient behavior and emotional wellbeing between visits.
We wanted to create a solution that:
Supports patient... | [
"express.js",
"flask",
"postgresql",
"python",
"react-native"
] | https://www.youtube.com/embed/SwC8vHuFvVM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
eea4ab8d398f | hackgt-12 | https://devpost.com/software/player5 | player5 | Add a fifth player to your dev team to automate the tedious aspects of the hackathon development process. | Player5 - The Ultimate Hackathon OS
GitHub Repository:
Player5 - The Ultimate Hackathon OS
Generated:
9/28/2025
Inspiration
We've all been there: the frantic initial setup, the struggle to keep documentation fresh, the panic of deployment, all while the clock ticks down in a hackathon. It's a cruel irony that in a high... | [
"gemini",
"nextjs",
"puppeteer",
"redis",
"typescript"
] | https://www.youtube.com/embed/Z5g2-lZd5Ts?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://www.player5.dev",
"https://www.github.com/IshaanBansal2006/p5",
"https://www.npmjs.com/package/player5"
] | Did Not Place | false | [
{
"repo": "IshaanBansal2006/p5",
"content": "# Player5 - Hackathon Platform\n\nA comprehensive hackathon development platform that combines a powerful CLI tool with a web dashboard for project management, analytics, and collaboration.\n\n## 🚀 **What is Player5?**\n\nPlayer5 is a full-stack hackathon platfo... |
d8fe1b1a14cc | hackgt-12 | https://devpost.com/software/gridx | GridX | A simple way to index players through a financial standpoint. | Inspiration
We wanted to combine football with our interests in finance and prediction modeling.
What it does
GridX analyzes football play-by-play data and player stats to generate insights and predictive models - to help marketing teams to see when and what to post to social media. It helps them explore team performan... | [
"matplotlib",
"nflverse",
"npm",
"numpy",
"pandas",
"pulse-mock",
"python",
"react",
"scikit-learn"
] | https://player.vimeo.com/video/1122590429?byline=0&portrait=0&title=0#t= | [
"https://github.com/chimkenIJ/prize-picks-hackGT12"
] | Did Not Place | false | [
{
"repo": "chimkenIJ/prize-picks-hackGT12",
"content": "# HackGT 12: Sponsor Track - Prize Picks\n\n## To run:\n\nMake sure to have npm & expo already installed.\n\nPaste in terminal (only once): chmod +x ./start-dev.sh ./stop-dev.sh || true; ./start-dev.sh --port 3001 2>&1 | sed -n '1,200p'\n\nTo end proce... |
944dccb3ebbf | hackgt-12 | https://devpost.com/software/baha-761ac3 | BAHA | BAHA (Better Access Healthcare Application), integrating healthcare professional management and engagement with automated EMR processing. | Inspiration
Accessing and sharing healthcare information is often fragmented and frustrating for both patients and providers. We wanted to create a tool that simplifies the process, makes EMR data universally accessible, and bridges communication gaps between patients and healthcare professionals.
What it does
BAHA (Be... | [
"django",
"openai",
"python",
"sqlite"
] | https://www.youtube.com/embed/e9cIoibAHJA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/bryankwang/EMR-Processing"
] | Did Not Place | false | [
{
"repo": "bryankwang/EMR-Processing",
"content": "## Inspiration \nAccessing and sharing healthcare information is often fragmented and frustrating for both patients and providers. We wanted to create a tool that simplifies the process, makes EMR data universally accessible, and bridges communication gaps... |
bbda76f15ea9 | hackgt-12 | https://devpost.com/software/mindscope-for-emerging-track-and-sponsor-track-impiricus | MedScope | "MedScope uses Google's Gemini AI to instantly analyze medical images via camera or upload, providing healthcare professionals with immediate diagnostic insights." | 🤖 AI-Powered Analysis:
Google Gemini Vision AI integration for medical image analysis
Intelligent chat system with medical-focused responses
Symptom detection from text and images
Professional medical guidance with appropriate disclaimers
📸 Advanced Scanning System:
Real-time camera capture with live preview
Photo up... | [
"cv",
"flask",
"gemini",
"pillow",
"python"
] | null | [
"https://github.com/BrianTMM/RedRevolvingDoorHackGT"
] | Did Not Place | false | [
{
"repo": "BrianTMM/RedRevolvingDoorHackGT",
"content": "# 🏥 MedScope - AI-Powered Medical Image Analysis\n\n\n> **MedScope** is an AI-powered medical image analysis application that provides intelligent symptom analysis, real-time chat support, and comprehensive scan history tracking. Built for healthcare... |
5f0116ff81a9 | hackgt-12 | https://devpost.com/software/carenest-bog73r | CareNest | Simplifying healthcare by bringing doctors, insurance, medicines, and emergencies together in one transparent, trusted app | Inspiration
Healthcare is often fragmented patients juggle multiple apps for doctors, insurance, medicines, and emergencies, all while under stress.
We were inspired by the idea of creating a
single, trusted place
where patients can instantly access the right care without confusion.
Every minute counts in emergencies: ... | [
"flask",
"javascript",
"python",
"react",
"sqlite"
] | https://www.youtube.com/embed/UVJ3TJj5UUM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://rajshah-1.github.io/hackgt-care"
] | Did Not Place | false | [] |
ccaae7fbb0f5 | hackgt-12 | https://devpost.com/software/see-the-play | See The Play | You don't just get numbers, you see them. | Inspiration
The inspiration for See The Play came from the idea of making sports data more interactive and accessible. Many existing platforms provide raw statistics, but we wanted to build something that allows users to see how plays unfold, understand player performance, and connect data with real-world visuals.
Wh... | [
"api",
"fastapi",
"javascript",
"node.js",
"python",
"react"
] | https://www.youtube.com/embed/EIKGVuftSsE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Csalais3/See-The-Play"
] | Did Not Place | false | [
{
"repo": "Csalais3/See-The-Play",
"content": "# README_IMPLEMENTATION.md\n# SeeThePlay Implementation Guide\n\n## 🏗️ Architecture Overview\n\nSeeThePlay is a **real-time sports prediction platform** that combines:\n- **Machine Learning**: XGBoost/RandomForest models for player performance predictions\n- *... |
8497cbcc8978 | hackgt-12 | https://devpost.com/software/dailydigest | DailyDigest | Staying informed how CEOs do. Instead of letting a Social Media algorithm or TV show decide how your informed like most Americans, have a personal assistant keep you up to date. | Inspiration
I am tired of noisy, irrelevant, clickbait-driven news feeds and social media algorithms. It's more important than ever to stay informed but it feels like the tools we use have regressed. Instead of choosing what we stay informed of, we have begun to let social media take the wheel. That led me to consider ... | [
"cloudflare",
"cloudflarekv",
"llama",
"pages",
"react",
"tailwind",
"typescript",
"vite",
"workers"
] | https://www.youtube.com/embed/7GXQbJkLn18?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://daily-digest-frontend.pages.dev/"
] | Did Not Place | false | [] |
adfd6f4f3401 | hackgt-12 | https://devpost.com/software/telerom-range-of-motion | TeleROM (Range of Motion) | Our project makes the lives of physical therapists easier while also providing sufficient motivation to users to get past their struggles of joint movement. | Inspiration
We saw firsthand how challenging home physical therapy can be when patients don’t get immediate feedback. Without real-time guidance, exercises are often performed incorrectly, which slows recovery and frustrates both patients and clinicians. That motivated us to create a cheap, DIY tool that makes rehab me... | [
"arduino",
"c++",
"css",
"flask",
"html",
"openai",
"potentiometer",
"python",
"snowflake"
] | https://www.youtube.com/embed/p_eRzFCaZ_U?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/adinayk75/hackGt12"
] | Did Not Place | false | [
{
"repo": "adinayk75/hackGt12",
"content": "# HackGT12\nCodebase for Hack GT 12 - A physical therapy solution:\nRead elbow rotation with a potentiometer on an Arduino, stream calibrated angle/time samples over USB to a laptop, forward them to AWS, display live charts on a simple web dashboard the physio sha... |
5aa008fc5bb3 | hackgt-12 | https://devpost.com/software/pulmosim | PulmoSim | PulmoSim turns CT scans into 3D lung models and uses fluid dynamics to give personalized drug delivery advice, giving clinicians fast, precise insights for improved respiratory treatment. | Our Story
PulmoSim was inspired by a close friend on our team who battled pneumonia twice. The first time, his treatment failed because the prescribed medication did not effectively reach the infected regions of his lungs. Not only did this delay his recovery, but it also left him vulnerable to relapse—he developed pne... | [
"faiss",
"gemini-api",
"gemini-vision",
"openfoam",
"react-native",
"sentencetransformers",
"simpleitk",
"skimage",
"trimesh"
] | https://www.youtube.com/embed/yQXAq-kitkM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Vpatturi3/PulmoSim.py"
] | Did Not Place | false | [
{
"repo": "Vpatturi3/PulmoSim.py",
"content": "# PulmoSim.py\n\nPulmoSim converts a chest CT scan (DICOM series or NIfTI) into a 3D STL mesh of the lungs, optionally segments the airway, and visualizes the result in a lightweight frontend. A placeholder physics overlay previews potential deposition patterns... |
071c771d5a39 | hackgt-12 | https://devpost.com/software/counsel-4hnsu3 | Counsel | The AI-native copilot that turns startup data into strategy. | Inspiration
Every Sunday night turns into the same ritual: screenshots from Stripe, PostHog, and GA4 pasted into a Google Doc; a Slack thread of hunches; five dashboards open; and still no clear
“why did this move?”
or
“what should we do Monday?”
Founders don’t need
more charts
, they need a
board-ready narrative
with
... | [
"cedaros",
"gpt-4o",
"next.js",
"openai",
"postgresql",
"posthog",
"recharts",
"shadcn",
"stripe",
"supabase",
"typescript"
] | https://www.youtube.com/embed/xaCy154FbzY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aarushyadav47/counsel"
] | Did Not Place | false | [] |
6a7a236ac15d | hackgt-12 | https://devpost.com/software/medivyne | MediVyne | MediVyne is a Next.js + Flask web app where doctors input symptoms, map them visually, get test suggestions, and receive literature based on diagnosis. | Inspiration
In diagnosing a patient with an illness, medical professionals go through the lengthy process of recording symptoms, administering tests, and narrowing down the possibilities. We aimed to create an app that would serve as a physician's partner in investigating a patient's symptoms and coming to the right di... | [
"europepmc",
"flask",
"medpub",
"next.js",
"python",
"vercel"
] | https://www.youtube.com/embed/FmCxo4K-AaM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://medivyne.vercel.app/",
"https://github.com/eawe008/DR-MAP"
] | Did Not Place | false | [
{
"repo": "eawe008/DR-MAP",
"content": "# DR-MAP",
"truncated": false
}
] |
9b425a329e43 | hackgt-12 | https://devpost.com/software/connexus-34eplj | ConnexUs | ConnexUs — Instant language exchange, anywhere. | Inspiration
All members of our group are all from various different backgrounds, all of which have their own respective languages. We felt when learning languages, there were barriers to learning the natural dialect/ casual way of speaking in other language learning apps/ ways.
What it does
ConnexUs is an Omegle-style ... | [
"css",
"django",
"html",
"javascript",
"react"
] | null | [
"https://github.com/JWiriadinata/ConnexUs"
] | Did Not Place | false | [
{
"repo": "JWiriadinata/ConnexUs",
"content": "Launched through Firebase\n",
"truncated": false
}
] |
b54fbec2b94c | hackgt-12 | https://devpost.com/software/hall-of-us | Hall of Us | Hackathons move fast, and it’s easy for moments to slip away. Hall of Us lets you capture photos, enhance them, and relive them in an immersive Quest 3 museum where every memory becomes an exhibit. | Inspiration
Hackathons fly by. Between coding, meeting sponsors, and collaborating with teammates, the best moments often get lost. We wanted a way to capture those experiences and bring them back to life—not just as photos on a phone, but as immersive, shared exhibits everyone can explore. That’s how Hall of Us was bo... | [
"cedar",
"langchain",
"metaxr-sdk",
"next.js",
"openai",
"postgresql",
"react",
"unity"
] | https://www.youtube.com/embed/lRk1imz76Is?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://DoubleEhBatteries.com",
"https://github.com/reeyank/hall-of-us"
] | Winner Hall of Illusions - 2nd Place | true | [
{
"repo": "reeyank/hall-of-us",
"content": "# 🖼️ Hall of Us\n\nWelcome to **Hall of Us** — a museum-inspired social memories app built at **HackGT**! 🏛️\n\nThis project brings memories to life in a collaborative, interactive digital museum. Snap, upload, and explore moments with friends, all powered by AI... |
89c77dfa0366 | hackgt-12 | https://devpost.com/software/gt-library | GT Library | A real-time library map for students to report broken equipment and find study groups. Staff get an instant maintenance dashboard, making the library smarter, faster, and more collaborative for all. | Inspiration
We generally noticed that a lot of the different appliances and outlets were not working fully and sometimes malfunctioning, taking a long time for maintenance people to fix these requests. Wanted to create a more streamlined system, and also increase social interaction among students with study groups.
Wha... | [
"css",
"express.js",
"javascript",
"mongdo",
"node.js",
"react",
"tailwind"
] | https://www.youtube.com/embed/juXhuJQ6bGA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AazamAlam/GTLibrary.git"
] | Did Not Place | false | [
{
"repo": "AazamAlam/GTLibrary",
"content": "# GTLibrary\nHackGT\n",
"truncated": false
}
] |
dd5441980c7d | hackgt-12 | https://devpost.com/software/anchor-xfogm0 | Anchor | Anchor is an AI-powered smart glasses advisor that helps users manage panic attacks with grounding tools, guided breathing, and personalized support, offering real-time calm when it’s hardest. | Inspiration
Our team has a history of panic and anxiety attacks. While stigmas around mental health have improved, the gap between people in need and available resources still exists. During a panic attack, thinking about anything but dying is pretty hard. We wanted an app that could help relieve this by doing some of ... | [
"fastapi",
"gemini",
"opencv",
"python",
"swift",
"swiftui",
"yolo"
] | https://www.youtube.com/embed/1ayQxGEwzdA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AlexGundrum/grounded"
] | Did Not Place | false | [
{
"repo": "AlexGundrum/grounded",
"content": "# Anchor\n\nAnchor is an AI-powered companion that helps guide users through panic attacks in real time. It provides grounding exercises, visualized breathing techniques, and personalized video messages from loved ones. By integrating computer vision and convers... |
f50f54c53293 | hackgt-12 | https://devpost.com/software/travelz-wzlyui | TravelZ | TravelZ enables you to find Hotels that are GenZ friendly and allow 18+ check-ins. It also curates a customized travel itinerary and suggests events in the area. | 🧳 TravelZ
TravelZ is a web application that helps
18–20 year olds find bookable hotels in the United States that allow 18+ check-ins
.
🚨 The Problem
Most major hotel search platforms (e.g., Booking.com, Expedia, Hotels.com) do
not
provide a filter by check-in age. Instead, they typically default to showing all hotels... | [
"api",
"css",
"docker",
"html",
"javascript",
"next.js",
"node.js",
"react",
"redis",
"scraping",
"tailwind",
"ticketmaster",
"typescript"
] | https://www.youtube.com/embed/81ljsmeTAgc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aryashah5000/TravelZ"
] | Did Not Place | false | [
{
"repo": "aryashah5000/TravelZ",
"content": "# TravelZ\n\n## Everything travel from GenZ\n\nWelcome to TravelZ, the ultimate travel hub built for Gen Z explorers. Tired of seeing \"21+ Check-In Only\" and endless planning headaches? We get it. TravelZ is your key to unlocking the world, designed specifical... |
ed5691d1a11c | hackgt-12 | https://devpost.com/software/clairvoyance-nh47sb | Clairvoyance | Clairvoyance is the way healthcare providers can stay up to speed. It's a way where old knowledge can get insight from new knowledge, enabling HCPs to have more clarity and confidence in care. | Inspiration
Our project sprouted from deeply personal experiences that revealed the human cost behind every clinical decision. For one team member, watching his sister suffer through constant dermatologist visits where steroid after steroid was administered without a definitive cure left him frustrated. For another, th... | [
"auth0",
"flask",
"javascript",
"langchain",
"nextjs",
"openai",
"pandas",
"primereact",
"python",
"react",
"reactbits",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/iKyjRqMKSws?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/SpicyNachos03/hackgt-12"
] | Did Not Place | false | [
{
"repo": "SpicyNachos03/hackgt-12",
"content": "# Clairvoyance\n\n## Team Members\n- Khoa Le\n- Joseph Nguyen\n- Lauren Lee\n- Daniel Laij\n \n## Inspiration\nOur project sprouted from deeply personal experiences that revealed the human cost behind every clinical decision. For one team member, watching hi... |
149e73f0fe88 | hackgt-12 | https://devpost.com/software/fact-checker-ga8kjp | News Cap | A new way to fact check videos in real-time. | News Cap - A Fact Checker
Inspiration
More than ever, people are getting their information from social media. Built in "fact checkers" are often one dimensional and don't show the full picture. We wanted to build something that protects free speech and yet promotes a diversity of opinions right where viewers are watchi... | [
"cedar-os",
"fastapi",
"python",
"twelvelabs"
] | https://www.youtube.com/embed/plIuehuzY7g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/WBryceP/Hackgt25"
] | Did Not Place | false | [
{
"repo": "WBryceP/Hackgt25",
"content": "# Fact-Checking Platform\r\n\r\nA modern web-based fact-checking platform designed to help users verify information and combat misinformation. This platform provides tools for researching and analyzing content to determine its accuracy and reliability.\r\n\r\n## Pro... |
1077aa2a386e | hackgt-12 | https://devpost.com/software/donna-3pcgks | Donna | Semantic search for your entire computer that's lightning-fast and precise. Find any information across your computer in seconds, not minutes. | Inspiration
We waste hours digging through PDFs, docs, notes, and images to find a single fact. Keyword search (on Mac spotlight search, file explorer, etc.) breaks on phrasing, synonyms, and context, forcing manual scanning. We wanted search that understands meaning, not just strings, and scales to messy, large folder... | [
"chroma",
"css",
"fastapi",
"html",
"huggingface",
"javascript",
"python",
"pytorch",
"transformers"
] | https://www.youtube.com/embed/07DEqFA3RO0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sohumgaitonde/fileRAG/tree/main"
] | Did Not Place | false | [
{
"repo": "sohumgaitonde/fileRAG",
"content": "# fileRAG\n\nA simple file RAG (Retrieval-Augmented Generation) system for effectively searching through local files.\n\n## ✨ Features\n\n- 🔍 **Smart File Discovery**: Automatically crawls directories for supported file types\n- 📄 **Multi-Format Support**: PD... |
5e0ff295f8b1 | hackgt-12 | https://devpost.com/software/betterdoctor | BetterDoctor | Smarter Visits, Stronger Care | 🩺 BetterDoctor: Smarter Visits, Stronger Care
BetterDoctor makes healthcare effortless for both
patients
and
doctors
.
It evolves with every interaction, learning from
conversations
,
uploaded reports
, and
treatment decisions
to deliver
personalized, context-aware medical assistance.
💡 Inspiration
Medical conversati... | [
"amazon-web-services",
"beautiful-soup",
"firebase",
"gemini",
"javascript",
"node.js",
"react",
"shadcn",
"tailwind",
"twelvelabs",
"typescript"
] | https://www.youtube.com/embed/NKizGRyYcGI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ShaHos348/GTHack",
"https://betterdoctor.vercel.app/"
] | Did Not Place | false | [
{
"repo": "ShaHos348/GTHack",
"content": "# GTHack12\n\n# 🩺 BetterDoctor — Smarter Visits, Stronger Care\n\nBetterDoctor makes healthcare effortless—for both **patients** and **doctors**.\n\nIt evolves with every interaction, learning from **conversations**, **uploaded reports**, and **treatment decisions*... |
b52857cbba19 | hackgt-12 | https://devpost.com/software/mia-care-beyond-birth | Mama-Mia: Care Beyond Birth | 1 in 8 women experience postpartum depression, half undergo it undiagnosed. Meet Mia: an AI companion that aids providers in early detection and supports new mothers through post-pregnancy challenges. | Inspiration
1 in 8 women nationally experience postpartum depression, yet nearly 50% of cases go undiagnosed. We were struck by how many new mothers silently struggle during one of the most vulnerable times in their lives. We wanted to create something that could both empower providers with better detection tools and g... | [
"cedaros",
"neon",
"next.js",
"openai",
"postgresql",
"react"
] | https://www.youtube.com/embed/Rxtx9c5OJzk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AHasnain3/mamamia/tree/main"
] | Did Not Place | false | [
{
"repo": "AHasnain3/mamamia",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).\n\n## Getting Started\n\nFirst, run the development server:\n\n```bash\nnpm run dev\n# or\nyarn dev\n# or\npnpm dev... |
40966598c313 | hackgt-12 | https://devpost.com/software/quickcharts | QuickCharts | QuickCharts is an Innovative tool for healthcare professionals to provide patients with high-quality adaptive questionnaires, which save both the patient's and HCP's time. | Inspiration
We decided that we wanted to make a full-stack web app, which would play into our strengths as a team. The Impricius sponsor challenge combined with the curator's cause was the perfect place to showcase our skills while building a hack that was truly meaningful.
What it does
QuickCharts provides healthcare ... | [
"css",
"html",
"java",
"javascript",
"json",
"spring-boot",
"sql",
"tailwind.css",
"vue.js"
] | https://www.youtube.com/embed/ylHRfWU74cs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Jacob-M-Webster/HackGT12"
] | Did Not Place | false | [] |
7cc21cdb1e04 | hackgt-12 | https://devpost.com/software/sportfolio-bgdc62 | Sportfolio | Sportfolio is the first de-risked sports betting app which helps users bet long term while also enjoying the fun of betting. | Inspiration
Our inspiration for Sportfolio was the pain points that sports betters all share: losing money. In our search for solutions, we noticed sports betting market problems are surprisingly similar to the stock trader problems. So why don't we employ similar quantitative approaches? We are empowering sports bette... | [
"ai",
"flask",
"mern",
"typescript"
] | null | [
"https://github.com/camero1993/hackGT-prizepix",
"https://www.loom.com/share/d8c9aff8bc934f0693eca934215f9aa4?sid=7a84833c-8858-487a-a492-2c9c686eb4ec"
] | Did Not Place | false | [] |
d5683d0c2de1 | hackgt-12 | https://devpost.com/software/signalplay | SignalPlay | SignalPlay turns live sports data into instant, explainable insights; detect momentum shifts, see the “why,” and act with confidence on ranked picks before lines move. | I wanted the “Bloomberg terminal for sports” — not just scores, but early warnings with explanations.
When momentum shifts, people ask two things: what changed and why now. SignalPlay answers both in real time.
What I Built
Real-time insight dashboard that detects volatility and anomalies, then explains them in plain E... | [
"and",
"asyncio)",
"data)",
"duckdb",
"integrates",
"mock",
"numpy/scipy;-next.js-(react",
"optional",
"polars",
"pulse",
"python-(fastapi",
"recharts",
"shadcn/ui",
"sse;",
"tailwind",
"twelvelabs",
"typescript)",
"web-workers"
] | null | [
"https://github.com/youpesh/prizepicks-hack"
] | Did Not Place | false | [
{
"repo": "youpesh/prizepicks-hack",
"content": "## Pulse — Why + What‑If + Early Warning\n\nReal‑time sports insight engine powered by Pulse Mock. Explains what changed, why it changed, what happens next, and how confident we are.\n\n### Stack\n- Next.js App Router, TypeScript, Tailwind, shadcn/ui\n- Recha... |
56296a707055 | hackgt-12 | https://devpost.com/software/i-d-rather-scroll | I'd Rather Scroll | Productive doomscrolling | Inspiration
I'm addicted to scrolling. Instead of trying to fix that, I decided to try and make scrolling productive.
What it does
I'd rather scroll takes your notes and turns them into short "reels" for you to study.
How we built it
Used Google Gemini to read the file and extract its key points, and to turn it into co... | [
"react"
] | https://player.vimeo.com/video/1122592767?byline=0&portrait=0&title=0#t= | [] | Winner Capital One - Best Financial Hack | true | [] |
145a84d3b410 | hackgt-12 | https://devpost.com/software/radius-finance | Radius Finance | Imagine you could see what others are spending around you, and better prepare your finances. Enter Radius Finance, a website designed to give you info about your spending and those in your area. | Inspiration
As a team of first time beginners, we went through multiple discussions about what would be a good idea that could be something fun and useful. The discussions grew and grew until someone in the group suggested a banking app using statistics. The issue was, we could not do an actual banking app as none of u... | [
"co-pilot",
"css",
"html",
"javascript"
] | https://www.youtube.com/embed/sPStHOWuhj4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Jayden-Richmond/Radius-Finance"
] | Did Not Place | false | [
{
"repo": "Jayden-Richmond/Radius-Finance",
"content": "This is the webapp for a financial tracking app.",
"truncated": false
}
] |
2ec6628781ba | hackgt-12 | https://devpost.com/software/jayna | Jayna | Jayna is the just-in-time agentic voice AI that understands natural speech, retrieves truth, and executes workflows instantly—turning every call into action, resolution, and retention. | Project Story: Jayna – Just-in-time Agent for Your Natural Assistance
About the Project
The idea for Jayna came from a frustration we’ve all felt: picking up the phone, only to be trapped in endless menus, transferred between agents, or asked to repeat the same details five times. I realized that despite all the AI buz... | [
"elevenlabs",
"express.js",
"node.js",
"openai",
"sip",
"vonage",
"websockets"
] | https://www.youtube.com/embed/U4qfqcqy_7c?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://jayna.aahaansachin.com"
] | Did Not Place | false | [] |
2427bb6d6dde | hackgt-12 | https://devpost.com/software/remember-me-3q7nek | Remember Me | From sensors to insights: a real-time Alzheimer’s care dashboard that tracks routines, surfaces risks, and notifies caregivers so no critical moment is missed | Inspiration
My grandmother was diagnosed with Alzheimer's disease three years ago. Watching her struggle with daily routines, forgetting medications, missing meals, and losing track of time, inspired me to create Remember Me. The heartbreaking reality is that 6.7 million Americans live with Alzheimer's, and 11 million ... | [
"arduino",
"css3",
"flask",
"flask-socketio",
"geminiapi",
"gsap",
"html5",
"javascript",
"pyserial",
"python",
"requests",
"tailwindcss",
"three.js",
"websockets"
] | https://www.youtube.com/embed/wGqEJsW2-ZU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Phyvlik/Remember-Me-HackGT"
] | Did Not Place | false | [
{
"repo": "Phyvlik/Remember-Me-HackGT",
"content": "# Remember Me — AI Powered Real‑Time Alzheimer’s Care Monitoring \n\nAn AI-powered care monitoring dashboard for Alzheimer's patients and their families. This is a full-stack implementation with a Python Flask backend, WebSocket real-time updates, and Ardu... |
cf05fa6eaf44 | hackgt-12 | https://devpost.com/software/respire-qc9myl | Respire | Making every breath a healthy one. | Inspiration
We were inspired by one of our teammates’ asthma condition, which was worsened by pollution for years. To ensure that people around the world, especially in highly polluted areas, can take the necessary precautions to keep themselves safe is our aim with this project.
What it does
This project displays Goog... | [
"auth0",
"flask",
"google-air-quality",
"google-maps",
"javascript",
"python",
"react",
"tailwind",
"waqi"
] | https://www.youtube.com/embed/aySFOZU2PkY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Yoloholoknow/Respire"
] | Did Not Place | false | [
{
"repo": "Yoloholoknow/Respire",
"content": "# Respire - Air Quality Assistant with Personalized Health Recommendations\n\n## Overview\n\nRespire is an intelligent air quality assistant that provides real-time air quality data, health recommendations, and personalized advice based on your health profile. T... |
67bf1fbadf5b | hackgt-12 | https://devpost.com/software/echo-jt4u2h | ECHO | Your personal guide to the perfect shot.
Analyze the composition of any photo and use it as a live guide to frame your own perfect shot. | Inspiration
We were inspired by the common challenge of trying to recreate a cool photo you've seen online or in your camera roll. It's often difficult to get the framing, perspective, and subject placement just right. We wanted to create an intelligent tool that acts as a personal photography guide, helping anyone cap... | [
"hugging-face-space",
"mediapipe",
"python",
"swift"
] | https://www.youtube.com/embed/umjPU4M5QBI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/uzuleeeee/ECHO"
] | Did Not Place | false | [
{
"repo": "uzuleeeee/ECHO",
"content": "# ECHO - AI Composition Guide\n\n*Recreate any photo, perfectly.*\n\nECHO is an iOS camera app that helps you replicate the composition of any photo. Upload a reference image, and our AI-powered server analyzes its core compositional elements such as the outline of th... |
6a3c2fa18170 | hackgt-12 | https://devpost.com/software/heartifacts | Heartifacts | Your health on exhibit | Inspiration
Wearable tech is really good at collecting all sorts of health data. From Apple Watches to Fitbits to Oura Rings, they are an untapped source of health data that we wanted to explore. While brainstorming, we realized that every member of our team had a form of this wearable tech.
Although the data was super... | [
"healthkit",
"openai",
"swift",
"swiftui"
] | https://www.youtube.com/embed/ZkUcbRhFHl4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/shayaf84/Heartifacts/tree/integration"
] | Did Not Place | false | [
{
"repo": "shayaf84/Heartifacts",
"content": "Hack GT'25 Project\n\nGo to integration branch\n",
"truncated": false
}
] |
4b7cd737add2 | hackgt-12 | https://devpost.com/software/cognitiveai | CognitiveAI | Reimagine the field sobriety test in a more accessible and tech-driven way. | Inspiration
Alcohol is a substance that reduces brain function, impairs thinking, and reduces coordination. Unfortunately, over 30 people a day die from a drunk driving accident. We believe this can be prevented, and it's our job to try to make an impact. A large number of these accidents also tend to include college s... | [
"nextjs",
"python",
"react",
"tailwindcss"
] | https://www.youtube.com/embed/BFF4sIQV54A?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/djFloyd25/CognifyAI"
] | Did Not Place | false | [
{
"repo": "djFloyd25/CognifyAI",
"content": "# CognifyAI\nHackGT 12.0 Hackathon Project\n\nThis project was created to reimagine the field sobriety test in a more accessible and tech-driven way. Current road side tests rely mainly on human abilities and they are decided by the police officers discretion. Ou... |
a6bd397be370 | hackgt-12 | https://devpost.com/software/holostream | HoloStream | HoloStream elevates the experience of watching sports by using a 3D holographic system to display pivotal points of a game such as play highlights, weather maps, and overtakes. | Inspiration
The inspiration behind HoloStream stemmed from how traditional replays often fail to capture the depth and spatial awareness of real time sports plays. In fast and technical games like football, basketball, or Formula 1, it can be difficult for viewers to understand positioning, movement, and timing from th... | [
"blender",
"easymocap",
"python",
"react-native",
"typescript"
] | https://www.youtube.com/embed/On-HomRtFuo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/roiyer34/HackGT12"
] | Did Not Place | false | [] |
3059ef8f4109 | hackgt-12 | https://devpost.com/software/parlayparty | ParlayParty | ParlayParty makes betting social: create parties, import parlays, get live updates, trash talk in chat, and climb leaderboards. Compete head‑to‑head with friends for bragging rights every night. | About the Project
Our inspiration came from the idea of making sports betting feel less like an isolated activity and more like a shared, interactive experience. We wanted to capture the energy of watching a game with friends, but bring it into a digital space where everyone could celebrate, compete, and ride the highs... | [
"cross-platform-development",
"expo.io",
"express.js",
"jwt-authentication",
"node.js",
"node.js/express-backend-with-jwt-authentication",
"openai-gpt-3.5-turbo",
"openai-gpt-3.5-turbo-for-ai-powered-features",
"postgresql",
"react-native",
"sqlite",
"sqlite-for-local-services",
"supabase",
... | https://www.youtube.com/embed/fFAuYVH3cRs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/isaacjerish/parlayparty"
] | Did Not Place | false | [
{
"repo": "isaacjerish/parlayparty",
"content": "# ParlayParty 🏈⚡\n\nA social sports betting platform that makes watching sports more engaging for friend groups. ParlayParty allows users to track their parlay bets together in real-time, compete on leaderboards, and predict the outcomes of each other's high... |
473bfbc705ac | hackgt-12 | https://devpost.com/software/sporttwist | SportTwist | What if a single play could have won the championship? We let you change that play and simulate exactly how it all might have unfolded. - Your team. Your call. Your outcome. | Inspiration
Football fans often find themselves asking “what if?”—what if a pass had been caught, a kick had gone in, or a call had gone the other way. Fans talk about these scenarios endlessly, wondering if, perhaps, a pass had been intercepted, their team could have won the match. As fans, we cherish the joy of a cha... | [
"flask",
"python",
"react",
"typescript",
"vite"
] | https://www.youtube.com/embed/J-vRIYd0VtQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
48682cba9af7 | hackgt-12 | https://devpost.com/software/magin-it | Magin.it | Generate short animations to visualize abstract Math/CS concepts (matrix multiplication, gradient descent, derivatives, CUDA GPU warps, etc.) leveraging the power of LLMs and 3blue1Brown's Manim CE. | Inspiration
I’ve always loved 3Blue1Brown’s (a popular educational YouTuber) way of explaining math, which made tough concepts feel intuitive. But creating animations like that takes tons of time and coding skill. I wanted to build something that lets anyone — teachers, students, or developers — instantly generate thos... | [
"anthropic",
"celery",
"fastapi",
"nextjs",
"python",
"redis",
"tailwindcss",
"typescript"
] | https://player.vimeo.com/video/1122597482?byline=0&portrait=0&title=0#t= | [
"https://github.com/sidsurakanti/magin"
] | Did Not Place | false | [
{
"repo": "sidsurakanti/magin",
"content": "# Overview\nGenerate short 3Blue1Brown style animations to visualize tricky math/cs concepts (matrix multiplication, gradient descent, derivatives, partial derivatives, CUDA GPU warps, etc.) leveraging LLMs and Manim CE.\n\n![demo](https://github.com/user-attachme... |
747eb88195fe | hackgt-12 | https://devpost.com/software/flowysurf | flowysurf | flowysurf is a project management tool that uses to nodes to visualize what is done and what needs to get done. Track tasks and milestones across your timeline with a clean and intuitive UI. | Inspiration
Recently, I've had to manage projects for school, and it gets confusing to figure who needs to do what, and when each task is due. What if there was a way to visualize it all? That is where the inspiration behind flowysurf comes in.
What it does
flowysurf is a lightweight visual project manager optimized fo... | [
"daisyui",
"javascript",
"motion",
"react",
"react-flow",
"tailwindcss"
] | null | [
"https://flowy.surf",
"https://github.com/daqnal/flowysurf"
] | Did Not Place | false | [
{
"repo": "daqnal/flowysurf",
"content": "# flowysurf\n\n*flowysurf* is a lightweight visual project manager optimized for planning milestones and tasks with a clean UI. Drag nodes, connect task flows, and track milestone progress — milestones automatically aggregate upstream Task completion. Built with spe... |
860218213326 | hackgt-12 | https://devpost.com/software/anima-6ytzdf | Anima | Not just preserving the past - but resurrecting it. | Inspiration
The Museum theme of the hackathon and of course the movie, Night At The Museum helped us find this idea of having the artifacts of the museum "speak" for itself.
What it does
This web app takes an image input from the user's phone, like a portrait, or a statue or the photo of a human being and leverages AI ... | [
"fastapi",
"first-order-motion-model",
"openai",
"python",
"react",
"s3",
"tailwind",
"tts",
"wav2lip"
] | https://www.youtube.com/embed/q4-mA5Wuoxk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ItsHariii/Painting-to-animation"
] | Did Not Place | false | [] |
1f19940e6dea | hackgt-12 | https://devpost.com/software/infrablocks | InfraBlocks | Making cloud services what they were meant to be — simple. | InfraBlocks
Inspiration
Not so long ago, developers had to be part-time system administrators, managing physical servers in a data center. The cloud was a revolutionary promise: forget the hardware, and focus on your code. It was meant to make a developer's life simpler, allowing anyone to deploy an application with a ... | [
"cedar-os",
"nextjs",
"openai",
"radix-ui",
"react",
"tailwindcss",
"typescript",
"xyflow"
] | https://www.youtube.com/embed/n_xQXasVDbk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Carbinski/InfraBlocks"
] | Winner Warp - Best Developer Tool | true | [
{
"repo": "Carbinski/InfraBlocks",
"content": "<p align=\"center\">\n <img src=\"./logo/image.png\" alt=\"InfraBlocks Logo\" >\n</p>\n\n\n\n# InfraBlocks\n\nInfraBlocks is a modern drag-and-drop infrastructure design platform that lets you visually create, configure, and deploy cloud resources across AWS, ... |
d75365fdf632 | hackgt-12 | https://devpost.com/software/oneboard-8qawro | Oneboard | Anti doomscroll dashboard for mental clarity | Inspiration
In the digitized era, students frequently feel overwhelmed by the deluge of information shared online. Every day, students check Email, GroupMe, Instagram, and other apps, creating fragmented experiences and many notifications. This leads to information overload, in which the volume of incoming messages mak... | [
"css3",
"google",
"groupmeapi",
"html",
"javascript",
"npm",
"openaiapi",
"react",
"typescript",
"vite"
] | https://www.youtube.com/embed/VXFGhDW4eXM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/EuanHam/hackgt-25"
] | Did Not Place | false | [
{
"repo": "EuanHam/hackgt-25",
"content": "# ✨ HackGT-XII: OneBoard - One place for everything ✨\n\nA full-stack web application built with React, TypeScript, Vite (Frontend) & FastAPI, Python (backend) with OpenAI feature.\n<img width=\"1500\" height=\"758\" alt=\"IMG_6788\" src=\"https://github.com/user-a... |
e4d70cfb88b8 | hackgt-12 | https://devpost.com/software/mealwise | MealWise | MealWise is an AI app that plans your meals and shows nearby stores to buy ingredients, making cooking and shopping effortless | Inspiration
Living in an apartment means rooming with people that have different meal plans. Our roommates this year decided to go through the year without meal swipes, and often have trouble creating budgeted meal plans for the week, every week. Seeing our friends struggle with this issue, we decided to put our skills... | [
"aws-cognito",
"aws-dynamodb",
"aws-lambda",
"google-maps",
"next.js",
"node.js",
"react.js",
"shadcn-ui",
"typescript"
] | https://www.youtube.com/embed/6De1NwvzJ64?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/JoshuaJ10/MealWise"
] | Did Not Place | false | [
{
"repo": "JoshuaJ10/MealWise",
"content": "# MealWise\n\n**MealWise** is an AI-powered application that helps you plan meals and shop efficiently. It suggests meals based on your preferences and shows nearby stores where you can buy the ingredients.\n\n## Features\n\n- **AI Meal Planning:** Get personalize... |
b7507d8083a1 | hackgt-12 | https://devpost.com/software/boothbrain | BoothBrain | A comprehensive AI-powered sports analytics platform featuring real-time game analysis, support for announcer reports, and a personal AI football analyst willing to help at any time. | Inspiration
We wanted to create a tool that makes sports analytics accessible, interactive, and engaging for fans, announcers, and analysts alike. Traditional stats platforms can feel overwhelming or outdated, and announcers often lack quick, AI-powered insights while calling a game, or they spend a lot of time outside... | [
"cedar",
"gemini",
"python",
"typescript"
] | https://www.youtube.com/embed/OFDOaYmOSEQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/CurtisLuu/BoothBrain/blob/main/README.md"
] | Did Not Place | false | [
{
"repo": "CurtisLuu/BoothBrain",
"content": "# 🏈 BoothBrain - Advanced Sports Analytics Platform\n\nA comprehensive AI-powered sports analytics platform featuring real-time game analysis, support for announcer reports, and a personal AI football analyst willing to help at any time.\n\n## 🚀 Features\n\n##... |
de035c6251e6 | hackgt-12 | https://devpost.com/software/foodfairy-4ikycv | FoodFairy | Food Fairy is a platform that allows Georgia Tech students to post unwanted food items for others to claim for free. Our goal is to reduce food waste on campus, an issue we’ve personally experienced. | Inspiration
Just a few days ago, we found a carton of milk forgotten in the fridge. We didn’t want it to go to waste but couldn’t find any friends who wanted it. That moment made us realize how often this happens—and inspired us to build a solution that helps unwanted food reach the right hands.
What it does
Connects G... | [
"bootstrap",
"css",
"django",
"git",
"github",
"html",
"openai",
"python",
"sql"
] | https://www.youtube.com/embed/GP8G1EMZ204?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/zha0anna/hackGT"
] | Did Not Place | false | [] |
d8f89b94f82f | hackgt-12 | https://devpost.com/software/buzzbites | BuzzBites | Smart nutrition tracking for Georgia Tech students - sync your dining hall meals and reach your fitness goals. | Inspiration
Over the past year, we've watched countless peers struggle with tracking their nutrition while navigating campus dining halls. Traditional calorie counting apps were generic—they had no idea what was actually served at their dining halls. Students were either guessing at portion sizes or avoiding tracking a... | [
"css3",
"firebase",
"html5",
"javascript",
"json",
"node.js",
"nutrislice-api",
"react",
"sql",
"tailwind",
"usda-fooddata-central-api",
"vite"
] | https://www.youtube.com/embed/0Vd3CF54J0E?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/astrus01/buzzbites-gt-dining"
] | Did Not Place | false | [] |
65d283e39037 | hackgt-12 | https://devpost.com/software/iris-the-ai-customer-service-helper | IRIS: THE AI CUSTOMER SERVICE | A customer Service Agent that enhances the user experience with a 3d model that is aimed towards helping business integrate better Chat features to their website. | Inspiration
Slow and poorer chat bots for business are always something that is overlooked as a crappy service, we are taking charge in helping businesses implement clean and more powerful chats that are interactive with the 3D model.
What it does
Takes the boring chatbot on the side of business webpages and integrate ... | [
"cedar",
"mastraai",
"openai",
"sqlite",
"typescript"
] | https://www.youtube.com/embed/2WY-ENsZits?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/EHout20/IRIS_CUSTOMER_SERVICE"
] | Did Not Place | false | [
{
"repo": "EHout20/IRIS_CUSTOMER_SERVICE",
"content": "# AI 3D Chatbot for Customer Service\n\nThis project is an interactive AI-powered 3D chatbot designed to enhance the customer service experience. Built with React, Next.js, Three.js, and Cedar OS, it features a visually engaging 3D avatar that responds ... |
68864765aad1 | hackgt-12 | https://devpost.com/software/pancreatic-cancer-clinical-copilot | PancreaX | “PancreaX simplifies doctor reports into plain language, improving transparency and enabling earlier pancreatic cancer detection—boosting survival from under 5% to as high as 44%.” | Inspiration
Earlier this year, one of our teammates volunteered with the
Pancreatic Cancer Action Network (PanCAN)
.
She met survivors, caregivers, and families who had lost loved ones. What stood out was how often the diagnosis came too late: pancreatic cancer is the
silent killer
, with vague early symptoms, no stand... | [
"css",
"gemini",
"javascript",
"mastra",
"node.js",
"react"
] | https://www.youtube.com/embed/b6WI6FOk0pg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Reborn012/panware#"
] | Did Not Place | false | [] |
162a8d15057d | hackgt-12 | https://devpost.com/software/previzai | PreVizAI | Empowering clinicians with real-time AI that turns conversations into detailed insights, reducing burnout and improving patient care. | Inspiration
Imagine you’re sick. You walk into a clinic, and before you even see the doctor, you’re handed a clipboard with 10 pages of repetitive questions. The other side of the story is that, doctors spend over 36 minutes per patient visit inside EHR systems. This time adds to burnout, reduces quality patient intera... | [
"cedaros",
"openai",
"python",
"react",
"tailwind"
] | null | [
"https://github.com/arjunmagarcode/-PreVizAI1"
] | Did Not Place | false | [] |
2d1b36f5b808 | hackgt-12 | https://devpost.com/software/roster-ai | Roster.AI | RosterAI leverages AI/LLM and Web Scraping technology to provide real-time advanced Fantasy Football insights and decision-making | Inspiration
Each of our team members entered HackGT as solo participants, but we quickly found common connection in our love for fantasy sports. As casual fans and students with not a lot of time on their hands, we wanted to build an app to leverage LLM technologies to bring the fantasy experience to all.
What it does
... | [
"beautiful-soup",
"expo.io",
"fastapi",
"gemini",
"python",
"react-native",
"selenium",
"typescript"
] | https://www.youtube.com/embed/XFlOpTghB4c?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/brandonnguyen11/rosterAI"
] | Did Not Place | false | [] |
968002fa1e6e | hackgt-12 | https://devpost.com/software/tidbit-4yacw1 | TidBit | Short-form, fun learning for students | Inspiration
Kids spend hours scrolling, eagerly going through TikTok, Instagram Reels, and YouTube Shorts. These platforms capture their attention with bite-sized content, but rarely do they ever offer meaningful learning. With attention spans getting shorter and shorter, we saw an opportunity: what if kids could scrol... | [
"expo.io",
"google-gemini-api",
"open-ai-api",
"react-native"
] | https://www.youtube.com/embed/F7oxR3wr2BU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/kjk81/Tidbit"
] | Did Not Place | false | [
{
"repo": "kjk81/Tidbit",
"content": "# TidBit: Short-Form Gamified Education\n\n## Inspiration\nKids spend hours scrolling, eagerly going through TikTok, Instagram Reels, and YouTube Shorts. These platforms capture their attention with bite-sized content, but rarely do they ever offer meaningful learning. ... |
cbc40cb3ce69 | hackgt-12 | https://devpost.com/software/i-could-do-that | I Could Do That | "I could do that,"—but can you really? | Inspiration:
The idea came from the phrase “I could do that” which people often say when looking at modern art. I wanted to build something that playfully challenges that assumption, while also helping people better appreciate the intention and meaning behind artworks.
What It Does:
Lets you view a piece of art, then v... | [
"expo-go",
"expo-router",
"expo.io",
"javascript",
"json",
"react-native"
] | https://www.youtube.com/embed/hhbNheXitx4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/anushkap051/i-could-do-that"
] | Did Not Place | false | [
{
"repo": "anushkap051/i-could-do-that",
"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 th... |
8a7167406628 | hackgt-12 | https://devpost.com/software/steadystatevr | SteadyStateVR | Real-world challenges. Practical simulations. SteadyState VR puts users in tense scenarios so they can practice de-escalation and empathy. Culture shifts when training becomes a lived experience. | Inspiration
Moments of conflict escalate fast, in classrooms, field trips, parties, hospitals, and youth sports. Practice is rare, training is expensive, and most tools are passive (PDFs, slides). We wanted tiny simulations that anyone could immerse themselves in to challenge their critical thinking and communication.
... | [
"a-frame",
"css",
"html5",
"javascript",
"oculus-gear-vr",
"vr"
] | https://www.youtube.com/embed/JukQ57eN73o?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/muditjha20/HackGT",
"https://muditjha20.github.io/HackGT/"
] | Did Not Place | false | [
{
"repo": "muditjha20/HackGT",
"content": "# Teacher De-escalation Micro-Sim (Situation 3)\n\nA tiny, single-file web app that lets you practice a classroom de-escalation scenario and see the consequences of different teacher responses in seconds. Designed for hackathon demos: no installs, runs in any moder... |
7227449b2d84 | hackgt-12 | https://devpost.com/software/eduguide-ai-zewsa1 | EduGuide-AI | EduGuide AI: Your All-in-One AI Study Companion | Inspiration
Our inspiration for EduGuide AI came from the common struggles college students face with managing study plans, organizing notes, and finding reliable, quick explanations for complex topics. We wanted to build a single, intelligent platform that could act as a personalized study companion, making academic l... | [
"css",
"firebase-admin",
"flask",
"flask-cors",
"git",
"github",
"google-generativeai",
"googlecloudfirestore",
"gpt-4o-mini",
"html",
"javascript",
"openai",
"python",
"python-dotenv"
] | null | [
"https://github.com/dsushmitha-12/EduGuideAI"
] | Did Not Place | false | [
{
"repo": "dsushmitha-12/EduGuideAI",
"content": "# 📚 EduGuide AI: Your Smart Study Companion\n\nEduGuide AI is an all-in-one AI assistant designed for college students to streamline their academic life. It leverages cutting-edge AI models and a robust back-end to provide instant, personalized support for ... |
d5aa4d30b6cb | hackgt-12 | https://devpost.com/software/the-solfeger | The Solfeger | Using your webcam, the Solfeger turns your hand gestures into recognized solfege notes instantly! You can play and hear those notes in real time! | Introduction
I've always been really big into music. So, for my first hackathon, I wanted to try to do something relating to that. I initially wanted to build something complex like an analog synth, but I realized that a project of that caliber is not particularly innovative, nor is it a viable project in such a short ... | [
"javascript",
"mediapipe",
"tone.js"
] | https://www.youtube.com/embed/bRENmqC0LnY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/UpbeatTurtle/theSolfeger"
] | Did Not Place | false | [
{
"repo": "UpbeatTurtle/theSolfeger",
"content": "\"# theSolfeger\" \n",
"truncated": false
}
] |
d36f77e11fa0 | hackgt-12 | https://devpost.com/software/dispatch-u7fwrv | Dispatch | A novel VR locomotion solution to provide accessible immersive training experiences for first responders | Inspiration:
First responders need rapid, realistic training that prepares them for high-stress, unpredictable environments. Traditional VR training systems often rely on treadmills, fixed setups, or limited forward-only movement. This restricts realism, especially in high-stakes scenarios like navigating burning build... | [
"c#",
"c++",
"platformio",
"python",
"steamvr",
"unity"
] | https://www.youtube.com/embed/Ur3YsSnWSw8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/RealityBenders/BoundlessVR"
] | Winner Hall of Illusions - 1st Place | true | [
{
"repo": "RealityBenders/BoundlessVR",
"content": "# BoundlessVR",
"truncated": false
}
] |
177d0a18284e | hackgt-12 | https://devpost.com/software/peer-pzu4a8 | Peer | Peer: AI agent using OpenCV, MediaPipe Face Mesh & DeepFace for real-time student engagement analysis, with Supabase storage and Mastra-driven Gmail feedback on confusion/disengagement. | Peer - AI-Powered Micro-Expression Analysis for Student Engagement
Inspiration
In an era where online learning has become the norm, educators struggle to gauge student engagement and comprehension in virtual classrooms. Traditional methods of reading body language and facial expressions are lost in video calls, leaving... | [
"deepface",
"fastapi",
"gmailstmp",
"google-cloud",
"mastra",
"mediapipe",
"mtcnn",
"oauth",
"opencv",
"react",
"retinaface",
"supabase",
"typescript",
"yolo-face"
] | https://www.youtube.com/embed/FoI4VuL9jYU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/alexdcdc/hackgt-12"
] | Did Not Place | false | [
{
"repo": "alexdcdc/hackgt-12",
"content": "# Peer: Student Engagement Monitoring System\n\nPeer is an AI-assisted classroom analytics platform built to help educators identify disengagement early in online learning environments. It combines meeting capture, facial-emotion analysis, engagement scoring, and ... |
3090bca7827c | hackgt-12 | https://devpost.com/software/eatme | eatme | love at first bite | Inspiration
Inspiration for eatme came from a desire to make a fun, usable, project, and our teammate's dissatisfaction with the lengthy, uninteresting process that comes with signing up with dating apps. We wanted to create a solution that was intriguing to us, and therefore the idea for eatme, an app centered around ... | [
"expo.io",
"javascript",
"openstreetmap",
"react",
"sql",
"supabase"
] | https://www.youtube.com/embed/CWri5n317uw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
eeeba825da94 | hackgt-12 | https://devpost.com/software/copilot-z5j4w9 | COPilot | Real-time police copilot that watches bodycam video, predicts risky events and excessive force before they happen, and delivers audio suggestions, keeping first responders and the public safer. | Inspiration 🌟
Body cameras capture countless hours of critical footage, yet most of it is only reviewed after something goes wrong. We asked, “what if that intelligence could help in the moment, before risk escalates?” COPilot was born from the belief that real-time, responsible AI can protect both officers and the pu... | [
"css",
"cv2",
"docker",
"livekit",
"next.js",
"openai",
"opencv",
"pnpm",
"python",
"react",
"shadcn",
"sql",
"supabase",
"tailwind",
"typescript",
"uvicorn",
"vlm"
] | https://www.youtube.com/embed/igTO2h7UHx4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/VineethSendilraj/COPilot.git",
"https://co-pilot-alpha.vercel.app/"
] | Did Not Place | false | [] |
0f98329755e6 | hackgt-12 | https://devpost.com/software/fileai | FileAI | Lost in a sea of aimless downloads? FileAI lets you semantically search, organize, create, delete, and compress files, streamlining both your personal and professional needs. | Inspiration
As a Computer Science student, I often found myself hunting down various files in my Downloads folder—homework, personal projects, resumes, cover letters, and images. My file organization was a mess, creating a sea of confusion and wasted time whenever I tried to search for or organize files. To overcome th... | [
"concurrently",
"development",
"dotenv",
"eslint",
"filesystem",
"mastra",
"motion",
"next.js",
"node.js",
"npm",
"openai",
"react",
"tailwindcss",
"tools",
"typescript",
"vscode",
"zustand"
] | https://www.youtube.com/embed/WBC62vySWpM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/vedantlbhatt/FileAI"
] | Did Not Place | false | [
{
"repo": "vedantlbhatt/FileAI",
"content": "FileAI\n--------------------\nCross-platform Finder/File Explorer Companion\n- Interactive chatbot that allows user to query with natural language to edit computer-stored files\n- Create, delete, move, organize, compress, unzip, all kinds of files + folders (.txt... |
5b28e60c7af0 | hackgt-12 | https://devpost.com/software/bonu | BONU$ | A gamified budgeting app. Save more to play more! | Inspiration
Saving money is a critical to a healthy lifestyle, and many students around us have serious shopping addictions.
What it does
BONU$ incentivizes people to save money by combining budgeting with a game.
How we built it
We used Xcode and SwiftUI to create this app. We also used CapitalOne's Nessie API to link... | [
"chatgpt",
"github",
"nessie",
"swift",
"swiftui",
"xcode"
] | https://www.youtube.com/embed/ed00FgRl-3c?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/usedgenes/Bonus"
] | Did Not Place | false | [] |
f8a8f2046428 | hackgt-12 | https://devpost.com/software/derma-lens | Derma-Lens | Have you ever looked at your skin and thought–should I be worried about that rash?
Well fear no more! Derma-Lens is here to help determine what you skin condition might be. | Inspiration
We were largely inspired by our own struggles with our skin, ranging from unhelpful dermatologist appointments to hours spent doomscrolling Google and WebMd trying to find a picture that matched with what our skin looked like. From that frustration came Derma-Lens!
What it does
Derma-Lens is an app that all... | [
"cnn",
"colab",
"dermanet",
"expo.io",
"kaggle",
"python",
"react"
] | https://player.vimeo.com/video/1122575225?byline=0&portrait=0&title=0#t= | [
"https://github.com/hpatel491/dermalens"
] | Did Not Place | false | [] |
7ccc939e9033 | hackgt-12 | https://devpost.com/software/snap-stats | Snap Stats | NFL data reimagined: compare teams, predict outcomes, and analyze every snap in real time. | Inspiration
Sports fans often turn to ESPN or similar sites for NFL data, but the information is fragmented, overwhelming, and purely descriptive. There’s no built-in way to compare two teams head-to-head with predictions or confidence scoring. We wanted to make a tool that simplifies this experience, one platform wher... | [
"css",
"espn",
"flask",
"html5",
"javascript",
"nflreadpy",
"python"
] | https://www.youtube.com/embed/xdCeROr10-M?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://hackathon-production-02fb.up.railway.app/"
] | Did Not Place | false | [] |
66616cdffe07 | hackgt-12 | https://devpost.com/software/truth-lens | Truth-Lens | Ai-powered Chrome extension to combat the spread of misinformation and biased information online. | Motive
Many times, news stations and journalists will over-exaggerate or catastrophize situations that involve political, social, and economic impact. We see misinformation every day and consume it without a single thought. Our goal is to create a chrome extension that will allow users to discover the hard facts about ... | [
"chrome",
"css",
"gemini",
"html",
"javascript",
"npm"
] | https://www.youtube.com/embed/LsJmXNAavs0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jemc1560/hackgt12"
] | Did Not Place | false | [
{
"repo": "jemc1560/hackgt12",
"content": "# hackgt12_sub",
"truncated": false
}
] |
a9ea85a60795 | hackgt-12 | https://devpost.com/software/don-t-get-hit-by-a-car | Don't Get Hit By a Car | Shielding bike riders from really bad Atlanta drivers | Don't Get Hit By a Car
Picture this: you're out riding your bicycle on the road when suddenly you look back to check your blind spots, only to run into a pothole, fall, and injure yourself!
We roll out an accessible, cost-effective solution that allows any rider to turn their smartphone into a camera for their blind sp... | [
"express.js",
"fastapi",
"mentra",
"opencv",
"yolo"
] | https://www.youtube.com/embed/ypI5Xzdld-k?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/nebudev14/dont-get-hit-by-a-car"
] | Did Not Place | false | [
{
"repo": "nebudev14/dont-get-hit-by-a-car",
"content": "# Dont get hit by a car\n",
"truncated": false
}
] |
a50c35ca0a72 | hackgt-12 | https://devpost.com/software/touch-grass-gdol61 | Touch Grass | Touch Grass helps people find and join local activities by automating event creation and scheduling when enough nearby people express the same interest. | Inspiration
Starting at a new campus like Georgia Tech can feel overwhelming especially for freshmen and exchange students who could struggle to find community. Our team is made up of 2 exchange students as well and we are grateful for all the events and opportunities to go out and meet new people. But, we realise that... | [
"express.js",
"gemini",
"google-maps",
"node.js",
"postgresql",
"react",
"tailwind",
"vite"
] | https://www.youtube.com/embed/xywLoyaVVKk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/rjrichie/touch-grass-app"
] | Did Not Place | false | [
{
"repo": "rjrichie/touch-grass-app",
"content": "# Touch Grass — Community Event Planner\n\nTouch Grass is a full-stack app for discovering, planning, and joining local events based on shared interests. When enough nearby users share the same interest (e.g., hiking, mini golf, watching the Eagles), an AI a... |
1f211a8d4136 | hackgt-12 | https://devpost.com/software/investicat | InvestiCAT | From Scattered Evidence to Structured Timelines | Inspiration
As students, we began by exploring everyday problems that lacked complete solutions. Our initial brainstorming led us to the concept of timeline visualization, though we weren't immediately certain how to apply it meaningfully.
Through targeted research into professional workflows, we discovered a significa... | [
"cedaros",
"copilot",
"github",
"neo4j",
"openai",
"python",
"typescript"
] | https://www.youtube.com/embed/ehbwUF_CaF4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/lindsayjgc/investiCAT"
] | Did Not Place | false | [
{
"repo": "lindsayjgc/investiCAT",
"content": "# investiCAT\nChronological Analysis Timeline\n\n\n## Run Frontend\n\n```bash\ncd app\npnpm install\npnpm dev\n```\n\nHave fun :-)",
"truncated": false
}
] |
d854ee0a5936 | hackgt-12 | https://devpost.com/software/open-wide-dental-scanner | Open Wide Dental Scanner | Open Wide is a clinical-grade AI platform that enhances dental care by providing evidence-based, objective screenings with quantified confidence scores. | Inspiration
Open Wide was inspired by the vision of bringing high-quality dental care beyond the clinic empowering people to access reliable oral health screening from home, while giving professionals the tools to extend their reach and improve outcomes at scale.
What it does:
Open Wide allows users to either upload an... | [
"ajax",
"css",
"flask",
"html",
"javascript",
"openai",
"python",
"roboflow",
"sqlite"
] | null | [
"https://github.com/DevP1130/Dental-Teeth"
] | Did Not Place | false | [
{
"repo": "DevP1130/Dental-Teeth",
"content": "# Dental Scanner - Web UI\n\nThis repository contains a simple Flask frontend that uploads an image, runs `main.py` on it, and serves the generated `output.jpg`.\n\nQuick start (macOS, zsh):\n\n1. Make sure you have Homebrew Python 3.11 installed (we used `/opt... |
72976b924a14 | hackgt-12 | https://devpost.com/software/fanalytics-6pcn2f | Fanalytics | Live sports prediction is based on analyzing trends in fan sentiment. Highlight reel generation based on online user trends. | Inspiration
Trash talking your friends over sports is a shared human experience to build connection. There are thousands of other people online who love to share their opinions--in real time--on sports, and fan sentiment is a valuable (and fun!) representation of momentum in a game. There aren't great existing ways of ... | [
"bert",
"copilot",
"ffmpeg",
"gemini",
"github",
"python"
] | https://www.youtube.com/embed/xZ6kT75VcVc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/t-s-cox/fanalytics",
"https://youtu.be/r9BPacWxJ2M?si=Lnf-Filq0W5QKvnx"
] | Did Not Place | false | [
{
"repo": "t-s-cox/fanalytics",
"content": "# fanalytics\nlive sports prediction based on analyzing trends in fan sentiment. \n",
"truncated": false
}
] |
7adc68660a34 | hackgt-12 | https://devpost.com/software/done-health-app | Done Health App | Done is your AI health companion—combining your data, real user reviews, and remedies into one smart, private conversation that remembers and guides you toward better health. | Done - AI-Powered Women's Health Intelligence Platform
Inspiration 💡
The inspiration for
Done
came from a deeply personal frustration that millions of women face daily:
fragmented health data that tells isolated stories instead of revealing the complete picture.
Picture this: You're tracking your period in one app, lo... | [
"drizzle",
"firebase",
"geminiai",
"git",
"google",
"neon",
"node.js",
"orm",
"postgresql",
"snowflake"
] | https://www.youtube.com/embed/_88sEG5MGLc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/MonishaG36912/done_AI_HackGT/tree/AIquestinoair/chat/DONE-ai-health-fresh-start",
"https://github.com/MonishaG36912/done_AI_HackGT/blob/AIquestinoair/chat/DONE-ai-health-fresh-start/README.md"
] | Did Not Place | false | [
{
"repo": "MonishaG36912/done_AI_HackGT",
"content": "# DONE – AI-Powered Knowledge Assistant (RAG System)\n\nDONE is a production-style AI knowledge assistant designed to transform fragmented data into reliable, context-aware insights using Retrieval-Augmented Generation (RAG). While originally built for h... |
755e31572eaf | hackgt-12 | https://devpost.com/software/the-pourtrait | The Pourtrait | From cup to canvas: your silhouette in color. | The Pourtrait
Inspiration
We were inspired by the fluid mechanics and aesthetic appeal of acrylic paint pouring (
link
,
link
, and
link
). Our goal was to design a system that captures the physical act of pouring and translates it into a controlled, repeatable digital pipeline that produces marbled silhouettes.
What i... | [
"arduino",
"css",
"flask",
"html",
"javascript",
"json",
"numpy",
"opengl",
"pillow",
"python",
"restful",
"serial"
] | https://www.youtube.com/embed/Y_a_KT9uHVo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/TooniAlade/ThePourtrait"
] | Did Not Place | false | [
{
"repo": "TooniAlade/ThePourtrait",
"content": "# 🎨 ThePourtrait Gallery\n\nHuman Interaction based Marble art generator with Arduino-sourced color palettes, random or chosen silhouettes, and email delivery of high‑res images.\n\nThis document is the single source of truth. Other READMEs now point here.\n... |
3e57e1999ab0 | hackgt-12 | https://devpost.com/software/playcast-z201ei | PlayCast | Life doesn't get easier; we get tougher. Sometimes, the tough decisions are made easier when your favorite sports are a click away. Next time you are too busy to watch the game, check out **PlayCast** | Hackathon Project Story
Inspiration
From countless phone calls to far too many debates on what we should do for the hackathon, our idea was like nothing we had ever discussed.
After getting off a plane with a few hours of sleep and walking to the nearest IHOP, we read the challenges that the different sponsors were hos... | [
"expo.io",
"express.js",
"ffmpeg",
"firebase",
"gemini",
"node.js",
"react-native"
] | https://www.youtube.com/embed/Bm_BHuvHZ7s?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sgupta1703/Playcast"
] | Did Not Place | false | [
{
"repo": "sgupta1703/Playcast",
"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\n\... |
d1854b42c567 | hackgt-12 | https://devpost.com/software/bit-better | Bit Better | Revolutionizing how patients communicate their pain | Bit Better
Inspiration
This project is inspired by our own experience in dealing with the inefficiency of healthcare systems: healthcare professionals being overwhelmed with mountainous paperwork, long wait times for patients to get attended to, and the constant struggle of providing services to multiple patients while... | [
"blender",
"css3",
"gtlfloader",
"mastra",
"next.js",
"node.js",
"react",
"tailwind",
"three.js",
"typescript"
] | https://www.youtube.com/embed/5LIsK5sfx1I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/arsbw2802/HackGT12_Codebusters"
] | Did Not Place | false | [] |
561e9b46d015 | hackgt-12 | https://devpost.com/software/claimmax | ClaimMax | In the time it takes to read this, 20 car accidents have happened. It takes 3 hours to file an insurance claim, so 60 hours lost from those who need it most. ClaimMax gives that time and money back. | Inspiration
Filing insurance claims is confusing and time-consuming. Small omissions lead to delays or denials. We wanted a guided, privacy-respecting way to help people tell a complete, policy-aware story and walk away with a professional, insurer-ready claim in minutes.
What it does
ClaimMax is a web app that drafts ... | [
"anthropic",
"gemini",
"llm",
"nextjs",
"openai"
] | https://www.youtube.com/embed/SFYygZC74jE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/notvasub/hackgt-proj"
] | Did Not Place | false | [] |
bedbc11d4626 | hackgt-12 | https://devpost.com/software/atlas-tlfpkz | Atlas | Unified memory across your entire AI stack, complete with codebase visualization, prompt libraries, and advanced context management. | Inspiration
Atlas was born from that real frustration of "context amnesia" that comes with the rapidly growing AI space-- endless prompts, giant codebases, and the ever-growing complexity of onboarding and context switching
(it can take 6 to 8 months for a new software engineer to become fully productive in an enterpri... | [
"betterauth",
"bytecode",
"cedaros",
"composio",
"electron",
"gemini",
"mastra",
"openai",
"react",
"robotjs",
"three.js",
"typescript",
"zod"
] | https://www.youtube.com/embed/t7OO_N4HoRs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Winner Cedar - Best Use of CedarOS | true | [] |
7fbacc76e233 | hackgt-12 | https://devpost.com/software/skygamble | Sky Gamble | Missed connections cost travelers money, neural cells, and time. Our site utilizes machine learning to predict potential delays on your route, based on 20 million flights from the last three years. | Inspiration
The night we were thinking about a project we would like to do, Artem was booking tickets, and remembered a story about how he missed his 1-hour connection once. Kate remembered how, because of her separate airline tickets, she had to wait for most of her connection for her luggage to arrive and barely made... | [
"django",
"machine-learning",
"next.js",
"numpy",
"openai",
"pandas",
"prompt-enginerring",
"scikit-learn"
] | https://www.youtube.com/embed/eIBIgGReetk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Kapitar/SkyGamble"
] | Did Not Place | false | [] |
e59e2a1f8f2b | hackgt-12 | https://devpost.com/software/wattsworth | WattsWorth | A smart energy dashboard that helps cities and governments find the most sustainable, affordable, and balanced renewable mix | Inspiration
Right now, a city sitting on a coastline with incredible tidal potential might be overlooking it completely, simply because it's not as mainstream as solar. The problem is, these untapped geographical advantages are being ignored. At the same time, we can't pretend that every green energy source is created ... | [
"css",
"express.js",
"html",
"javascript",
"node.js"
] | https://www.youtube.com/embed/ZJq8E081z1s?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
f0619f94b062 | hackgt-12 | https://devpost.com/software/r-hat | R-Hat | AI live assistance for hands-on taks through AR. | Inspiration
I’m a mechanical enginner who codes. After working as a software enginner at NVIDIA and using AI tools like Cursor and Claude Code, going back to mechanical/hardware workflows felt like I went back to the past. I notice that we need an in-the-field AI that understands parts, tools, and the physical reality.... | [
"gemini",
"linux",
"react",
"tailwind",
"typescript",
"xreal"
] | https://www.youtube.com/embed/herNProm0Ms?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/farev/r-hat-live"
] | Did Not Place | false | [
{
"repo": "farev/r-hat-live",
"content": "# R-Hat - AI Vision Chat Assistant\n\nR-Hat is a real-time AI assistant that can see, hear, and interact with you through live video and audio. Built with Google's Gemini 2.5 Flash with native audio preview, R-Hat provides an immersive conversational experience with... |
1a09da71f1ef | hackgt-12 | https://devpost.com/software/propsage | PropSage | Propsage — video-backed insights for every prop. | Inspiration
We love the rush of calling a prop before the line moves—but most tools only show numbers without context. We wanted the why behind each line: clips that reveal tendencies, injuries, and scheme shifts. PropSage was born to stitch real game video to prop markets so you can see the evidence and act fast.
What... | [
"api",
"app)",
"app/services",
"build",
"built-with-languages-&-runtime-typescript",
"caching",
"client-side",
"deployment)",
"error",
"eslint",
"hosting",
"icons",
"javascript",
"lightweight)",
"manifest",
"memoization",
"node.js-frameworks-&-ui-next.js-(app-router)",
"prefers-red... | https://www.youtube.com/embed/kxJZq-YmGkA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/akashjainn/propsage"
] | Did Not Place | false | [
{
"repo": "akashjainn/propsage",
"content": "# PropSage — Real-Time Sports Prop Pricing & Insight Copilot\n\nEnterprise-grade hackathon architecture enabling: real-time fair line estimation, grounded news evidence (Perplexity), multimodal video context (TwelveLabs), and streaming edge updates.\n\n## Monorep... |
76ff6de53bd9 | hackgt-12 | https://devpost.com/software/byte-in | Byte-In | Tap. Check. Dine. | Inspiration
Finding a place to sit in a crowded dining hall is frustrating. Students walk around with plates of food, unsure if tables are free, and it’s hard to coordinate with friends. We wanted to solve this everyday problem with a simple, low-cost system that makes dining more efficient and social.
What it does
Byt... | [
"css",
"firebase",
"html",
"javascript",
"micropython",
"node.js",
"raspberry-pi"
] | https://www.youtube.com/embed/EQmyJUqZXPA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://bytein-gt.web.app/",
"https://github.com/aCoder1123/byteIn"
] | Did Not Place | false | [
{
"repo": "aCoder1123/byteIn",
"content": "# byteIn\n\n## TODO\n* create nice dashboard for the general display. this contains tables, showing what's available and what's not\n* admin page\n * same dashboard view -> could click on a table on the map and assign it - this creates a config file that could w... |
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