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7436badfb916 | hackgt-12 | https://devpost.com/software/ready-relief | Relief Ready | Prepare Today, Protected Tomorrow: Our Disaster Preparedness Assistant | Disaster Preparedness Assistant:
Relief Ready
Created by
Selina Wu, Angela Huang, Alyn Kosasi, Lilian Qu
Inspiration
In an era of increasing climate uncertainty and unpredictable natural events, preparing for disasters can feel overwhelming, complex, and fragmented. Families often struggle to know where to start, what ... | [
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{
"repo": "angelah1020/relief-ready",
"content": "# Disaster Preparedness Assistant: **Relief Ready**\n\n_Created by **Selina Wu, Angela Huang, Alyn Kosasi, Lilian Qu**_\n\n## Inspiration\n\nIn an era of increasing climate uncertainty and unpredictable natural events, preparing for disasters can feel overwh... |
25658f667e9b | hackgt-12 | https://devpost.com/software/basil-4uw8d7 | basil | basically a salvager for ingredients and leftovers. | Inspiration
Who doesn't have a jar of expired pickles sitting in the back of their fridge? As new roommates navigating school and life together, we realized that just finding things to keep ourselves fed 3 times a day is a challenge by itself, let alone keeping track of when all our food is going to go bad. We know tha... | [
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{
"repo": "mochi-atto/2025_hackgt",
"content": "# 🌿 basil\n\nbasil is an intelligent recipe generation app that helps you make the most of your food inventory. It prioritizes ingredients that are about to expire, allows you to specify your mealtime preferences, and generates customized recipes based on wha... |
17dcbb056fa8 | hackgt-12 | https://devpost.com/software/curaitor-7epmv2 | Curaitor | Curaitor reimagines coursework management. We took AI automation to the next level, creating a highly interactive and private learning tool for you to become a productive college student. | Inspiration
As students, we've all faced the chaos of our computer overflowing with slides, lecture notes, assignments, pictures of whiteboards and screenshots scattered across devices and buried in the downloads folder. When a quiz or a test approaches, that disorganization quickly turns into panic, inflicting stress ... | [
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{
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"content": "<p align=\"center\">\n<img src=\"./logo.png\" alt=\"logo\"></img> \n</p>\n\n# Curaitor\n\nCuraitor is a web-based application that helps you study more effectively. It takes your course materials, organizes them, and automatically generates quizzes to help you te... |
59694b7331bb | hackgt-12 | https://devpost.com/software/painpoint-3pexa9 | PainPoint | Tap, trace, and let our care-team see how you feel with our new UV Mapping software and app! Paint right onto a model and immediately understand affected/in-pain areas and possible remedies. | PainPoint
Inspiration
The idea for
PainPoint
came from noticing how difficult it can be for patients and clinicians to communicate about pain. Describing pain verbally is subjective, and pointing to a general area on the body often lacks precision.
We wanted to create a tool that makes pain mapping
visual, interactive,... | [
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{
"repo": "darshchaudhary/painpoint",
"content": "# painpoint\n\nA new Flutter project.\n\n## Getting Started\n\nThis project is a starting point for a Flutter application.\n\nA few resources to get you started if this is your first Flutter project:\n\n- [Lab: Write your first Flutter app](https://docs.flut... |
2e816a22458d | hackgt-12 | https://devpost.com/software/client-shield | Clinic Shield | Protect Your Practice. Predict Your Recovery. | ClinicShield: AI-Powered Cyber Recovery for Healthcare
Protect Your Practice. Predict Your Recovery.
Inspiration
Small healthcare clinics are prime targets for cyberattacks, yet they lack the resources for proper recovery planning. With limited budgets and no dedicated IT teams, a single ransomware attack can devastate... | [
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9c0d350b49b6 | hackgt-12 | https://devpost.com/software/ai-sportcaster | AI Sportcaster | AI Sportscaster: Real-time basketball commentary using 100% local AI. Watch videos transform into live broadcasts with perfect timing sync. No cloud, no costs, just pure local intelligence. | Inspiration
I was inspired by the challenge of making basketball videos more engaging and accessible. Traditional video content often lacks context and excitement - I wanted to bring the energy of live sports commentary to any basketball clip. The goal was to create an AI that could understand the game and provide real... | [
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0f0428537ee1 | hackgt-12 | https://devpost.com/software/anidate | AniDate | Anime themed AI dating app to have fun while finding love <3 | AniDate: AI-Powered Dating Revolution
Inspiration
Dating apps have become archaic, serious, and often superficial. We saw our friends get frustrated with the current state of online dating where:
Conversations feel forced and generic
People judge based on photos before getting to know someone
Users struggle with conver... | [
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] | Did Not Place | false | [] |
e40941365aeb | hackgt-12 | https://devpost.com/software/ecopal-l7ryqf | EcoPal | Ecopal is a gamified app that makes eco-friendly living simple and fun. Users complete challenges, earn points, track streaks, and see global impact, guided by Salva, our motivating mascot. | Inspiration
Ecopal was inspired by Duolingo. I’ve always admired how Duolingo gamifies learning with streaks, points, and a motivating mascot that makes something challenging feel lighthearted and fun. We asked ourselves:
what if sustainability felt like that, too?
That’s how Ecopal was born, a way to make eco-friendly... | [
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] | Did Not Place | false | [] |
29fca1bf7426 | hackgt-12 | https://devpost.com/software/flourish-15jsw6 | Flourish | Hormone Harmony is an AI-powered platform giving personalized insights and advice to help women understand, manage, and optimize their hormonal health effortlessly. | Inspiration
What inspired me to build Hormone Harmony was seeing firsthand how women, including my mom, juggle so many responsibilities while managing hormonal changes that impact their health and well-being. I have noticed that much of the research historically focuses on males because they are considered less complex... | [
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beb1092be621 | hackgt-12 | https://devpost.com/software/loop-cycle | MoveThis | MoveThis is a peer-to-peer moving & delivery service, like DoorDash but for moving furniture rather than food. | Inspiration
Jatin being an international student without a car or family to help him move experienced first hand the issues with moving frequently. Karl-William had moved multiple times and felt the same pain as Jatin and they both agreed to solve it.
What it does
MoveThis is a peer-to-peer moving and delivery app, lik... | [
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] | https://www.youtube.com/embed/ATHr00BApgI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [] |
1c5bf8996ccb | hackgt-12 | https://devpost.com/software/draft-duels | draft duels | Imagine turning every sports game into a high-stakes draft duel where you challenge your friends to pick winning lineups and prove who's the ultimate sports guru. Our app amps up the excitement! | Inspiration
Prize Picks Prize
What it does
Improves football game watching experience by theoretically tracking real time data
How we built it
Full-stack development with real-time API sportsradar as well as Firebase for multiplayer grouping
Challenges we ran into
Backend develpment (it partially works)...
Accomplishme... | [
"firebase",
"reactnative",
"snack",
"sportsradar"
] | null | [
"https://snack.expo.dev/@batucoding/prizepicks"
] | Did Not Place | false | [] |
971cd912a130 | hackgt-12 | https://devpost.com/software/lumi-h9yu1w | sentra | Scan a painting, and it comes alive. Ask Mona Lisa why she isn’t smiling or what colors da Vinci used—and she answers herself. Our app makes art interactive, personal, and unforgettable. | Inspiration
We asked ourselves:
What if art could talk back?
Instead of passively staring at a painting, we wanted people to
interact
with it. Imagine pointing your phone at the
Mona Lisa
and asking, “Why aren’t you smiling?” — then hearing Mona Lisa herself respond. That idea sparked our project.
What We Learned
Using... | [
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1987745a5488 | hackgt-12 | https://devpost.com/software/finsights-h86s57 | FinSights | Your AI-Powered Financial Companion. | Inspiration
As college students, many of us have seen the funds from our bank accounts deplete rapidly. It begins with a few innocuous purchases and a few hang outs later you are left wondering where you can scrounge around to save going forward. With that in mind, the goal of our project, FinSights, was to change the ... | [
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] | https://www.youtube.com/embed/SnF_pWb5sZI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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{
"repo": "suhasp3/FinSights",
"content": "# FinSights - Financial Dashboard\n\nA financial dashboard with AI insights and budget tracking for college students.\n<img width=\"735\" height=\"384\" alt=\"Screenshot 2025-09-28 at 5 52 13 AM\" src=\"https://github.com/user-attachments/assets/80abb490-3b52-4cbf-... |
4d018b7dd348 | hackgt-12 | https://devpost.com/software/the-hr-audit | HR Audit | Complete AI agent ecosystem for fraud detection & banking. Multiple specialized agents handle alerts, voice calls, account protection, and transactions. Dreaming to serve 1.7B without smartphones. | Inspiration
In today's world, when artificial intelligence is constantly evolving, fraud detection in the banking sector has stayed virtually unchanged. According to Okta, the leader in identity and access management, 70% of customers still prefer to interacting with a human rather than an AI bot when it comes to custo... | [
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] | https://www.youtube.com/embed/w3t9JDyL-ks?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Winner Capital One - Best Financial Hack | true | [
{
"repo": "heyitsprashant/HR-Audit",
"content": "# HR Audit - AI-Powered HR Analytics & Audit System\n\n[](https://nextjs.org/)\n[](https://fastapi.tiangolo.co... |
695e50082203 | hackgt-12 | https://devpost.com/software/beheard-357bvz | a | a | a | [
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77c5fa967df1 | hackgt-12 | https://devpost.com/software/debt-relief | Debt-Relief | Debt Relief uses Capital One’s Nessie API and a custom simulation engine to give users clear debt payoff timelines, interest costs, and strategies like Snowball, Hybrid, and Avalanche. | Inspiration
Medical debt is one of the leading causes of financial stress in the United States. Unlike credit cards or student loans, medical bills often come suddenly, without warning, and with amounts that can feel impossible to manage. Our team wanted to address this issue because we have seen how overwhelming medic... | [
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{
"repo": "Animeshav14/Debt-Relief",
"content": "# Debt Relief Simulator - Complete Setup Guide\n\nA debt relief calculator with medical debt simulation capabilities. This project includes a Flask backend API and a modern HTML frontend with a step-by-step questionnaire interface.\n\n## 📋 Quick Start\n\n###... |
83d5aecdd5bc | hackgt-12 | https://devpost.com/software/wealth-score | WealthScore | Your wallet’s wellness check.WealthScore is a financial wellness dashboard that turns raw account data into a simple, actionable score. | Beyond the Black Box: Deconstructing Financial Health with WealthScore
The Inspiration: A Score That Doesn't Tell the Whole Story
For years, we, like many others, were conditioned to view our financial health through a single, opaque lens: the credit score. It’s a number shrouded in mystery, controlled by algorithms we... | [
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{
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"content": "\n# Beyond the Black Box: Deconstructing Financial Health with WealthScore\n\n## The Inspiration: A Score That Doesn't Tell the Whole Story\nFor years, we, like many others, were conditioned to view our financial health through a sing... |
214cea27c0b5 | hackgt-12 | https://devpost.com/software/easel-72sckd | Easel | Transform text, colors, and ideas into ready-to-use website components instantly | Inspiration
We wanted to make web design more accessible and fun. Too often, the big picture ideas overshadow details like fonts, colors, and how they blend at the component level. Easel bridges that gap, turning inspiration into implementation.
What it does
Easel makes web design simple and fun by combining two core f... | [
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] | https://www.youtube.com/embed/p6kar-wg_7g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "SimplyChicken/HackGT12Proj",
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5a77161d0d9f | hackgt-12 | https://devpost.com/software/luma-n98ck7 | Luma | Luma ilLUMAnates the way for smarter healthcare conversations by helping healthcare representatives share the right insights with providers at the right time. | Inspiration
Our initial inspiration for Luma came from a conversation with a healthcare representative at Impiricus, who highlighted the inefficiencies in how pharamceutical companies engage with healthcare providers. We learned that most interactions between Healthcare Representatives (HCRs) and Healthcare Providers (... | [
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] | https://www.youtube.com/embed/i_Q2KmCZXqQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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{
"repo": "razam-sherwani/Luma",
"content": "# 🏥 ProviderPulse - Intelligent Healthcare Management Platform\n\n<div align=\"center\">\n\n\n![Python](https://img.shields.io/badge/Python-3.11-3776AB?style... |
bce80237b3aa | hackgt-12 | https://devpost.com/software/hormone-harmony-ai-women-s-wellness-hcp-dashboard | Hormone Harmony – AI Women’s Wellness + HCP Dashboard | Born from a student struggle with irregular cycles, Hormone Harmony turns sleep, stress, hydration, nutrition, activity & cycle data into holistic plans. Optional HCP dashboard for consent-based care. | Inspiration
As a student, my days became a blur—late nights, poor hydration, rushed meals, constant stress, and cortisol through the roof. It didn’t just sap my energy; it threw my hormones off, made my periods irregular, and brought a wave of symptoms I didn’t understand. I realized many modern women live this way. Ho... | [
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bd28ba13a757 | hackgt-12 | https://devpost.com/software/realize-wr92g6 | reAlize | Intelligent AI-powered debugging in VS Code as a convenient extension | Inspiration
First, there was VS Code. Then ChatGPT. Then Cursor. But one issue still remained.
Debugging is where momentum dies: context switches between console, call stack, variables, breakpoints, and editor tabs make it slow to form a hypothesis, test it, and iterate. We wanted an assistant that sits inside VS Code,... | [
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] | https://www.youtube.com/embed/7mCChfrBUOg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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2edd6625f8c3 | hackgt-12 | https://devpost.com/software/jumbotron-pocket-edition | Jumbotron: Pocket Edition | Turn your device into a personal jumbotron with live scores, polls, reactions, and interactive celebrations that bring the excitement of the stadium directly to your pocket. | 🌟 Project Story
At modern sports events, Jumbotrons create incredible energy and excitement, but that experience is limited to being physically in the stadium. We built Jumbotron: Pocket Edition to bring that same energy and fan engagement to your mobile device - creating a personal jumbotron experience that you can c... | [
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] | Did Not Place | false | [
{
"repo": "williamli12/HackGT-2025-AI-Jumbotron",
"content": "# AI Jumbotron: Next-Gen Fan Experience 🏈\n\n> Transforming stadium screens into interactive fan engagement platforms using real-time AI and crowd participation.\n\n## 🌟 Project Story\n\nAt modern sports events, Jumbotrons are a one-way communi... |
deac56cf0113 | hackgt-12 | https://devpost.com/software/project-capital | Project Capital | Project Capital is a next-generation fintech platform aimed at simplifying personal finance management and making financial education accessible to all. | Inspiration
Our inspiration comes from our combined experiences working with data visualization, machine learning, and finance. While backgrounds might differ, managing personal finance is a necessity. A tool that simplifies the experience is an asset to everyone. According to an Intuit survey, over 60% of people are u... | [
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] | Did Not Place | false | [
{
"repo": "andyblumberg/project-capital",
"content": "# Project Capital\n\n_This was a hackathon submission to HackGT'12_\n\nProject Capital is a next-generation fintech platform aimed at simplifying personal finance management and making financial education accessible to all. Our web application provides a... |
e18ba6f1b44a | hackgt-12 | https://devpost.com/software/qmed | QMed | AI-powered patient questionnaires that adapt to responses, suggest differentials, and streamline triage before the doctor visit. Smart questions. Faster answers. Better care. | Inspiration
Our team was inspired and motivated by a mix of reasons to build Questiomedica (or QMed for short). A couple of us had a prior interest or even first-hand experience in the healthcare industry and were, therefore, very keen on building something related to that. Others were instead enticed by the potential ... | [
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b205b279b5c9 | hackgt-12 | https://devpost.com/software/vital-1qsh6u | Vital | Agentic workflow platform that links new guidelines, drug approvals, and policy changes into actionable insights on current patients, empowering providers to act faster with confidence. | Inspiration
While researching pain points in the healthcare industry, we repeatedly saw physicians voicing the same struggle: the constant influx of new medical literature, drug approvals, and policy updates. Many doctors spend hours reading and parsing through this information, but just as many struggle to keep up, ri... | [
"cedaros",
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"https://github.com/IndianaJonesR/vital"
] | Winner Impiricus | true | [] |
c69bb9587297 | hackgt-12 | https://devpost.com/software/prizepicks-live | PrizePicks Live | Your real-time sports companion. Interact with your community and friends to transform your sporting experience. | Inspiration
As sports fanatics, we've always been seeking an interactive sports experience. We're also passionate about designing intuitive user interfaces, so the opportunity to create an experience which made sports more engaging during HackGT was really exciting.
What it does
This app transforms the sports experienc... | [
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] | https://www.youtube.com/embed/DKcxZLXEVKw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [] |
8a8b5adf3c8a | hackgt-12 | https://devpost.com/software/capital-compass-a8o9dv | FinancePro | FinancePro helps you plan, save, and achieve your financial goals with personalized tools and expert guidance. | Inspiration 💡
In today's complicated economic landscape, financial clarity is more crucial than ever. It can feel overwhelming to manage savings goals, paying off debt, and trying to fit learning about finance into a busy schedule. We wanted to solve all these issue in one place, helping people achieve financial freed... | [
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] | https://www.youtube.com/embed/MJoSSlTTazQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
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] | Did Not Place | false | [
{
"repo": "srihari-das/financepro_app",
"content": "# 💸 FinancePro\n\nIn today's complicated economic landscape, financial clarity is more crucial than ever. It can feel overwhelming to juggle savings goals, paying off debt, and learning finance. We wanted to solve all these issues in one place, helping pe... |
3dd3b89a0e8b | hackgt-12 | https://devpost.com/software/pink-wellness | Cycle Buddy | Understand your cycle. Live better. | Inspiration
Current menstral cycle tracking apps don't go beyond tracking and we wanted to change that. The current apps tell users when their next period could be, but don’t provide meaningful information that women need to fully understand their situation. We wanted to create something that feels more personal, suppo... | [
"machine-learning",
"natural-language-processing",
"numpy",
"pandas",
"python"
] | https://www.youtube.com/embed/upload?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
743b6e94124c | hackgt-12 | https://devpost.com/software/waste2taste-etwp34 | Waste2Taste | Measuring plate waste in dining halls so chefs serve what students enjoy. | Inspiration
The idea for Waste2Taste came from something that we see every day, but barely stop to notice: the endless amount of half-eaten plates on the conveyor belts of the dining hall dish return. Entire scoops of mac n cheese, untouched chicken wings, apples with just a bite or two taken out. The sheer speed of t... | [
"depth-anything",
"groundingdino",
"owl-vit",
"python",
"raspberry-pi",
"segment-anything",
"snowflake",
"snowflake-cortex",
"socket",
"supabase",
"typescript/javascript"
] | https://www.youtube.com/embed/Y-lFZVAZ9Hg?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/gab-conde/hackgt-25",
"https://github.com/NavadeepBudda/waste2taste-api",
"https://github.com/NavadeepBudda/waste2taste-ui"
] | Winner MLH - Best Use of Snowflake API | true | [
{
"repo": "gab-conde/hackgt-25",
"content": "# Waste2Taste\n\n## HackGT 2025 Demo\n\nDemo code is currently located on branch [test-depth-everything-camera](https://github.com/gab-conde/hackgt-25/tree/test-depth-everything-camera).\n\n## Dependencies\n\nThis project is dependent on code in the following rep... |
06acbeb1fae3 | hackgt-12 | https://devpost.com/software/dotify | Dotify | Bringing the world to your fingertips. | Dotify ⠙⠕⠞⠊⠋⠽
Inspiration
Imagine walking into a grocery store and realizing that nearly every package is silent to your sense of touch. In the United States, unlike public signage covered by the ADA, there is no universal requirement for Braille on food products. Prescription drugs have some best-practice guidelines, ... | [
"arduino",
"c++",
"cad",
"css",
"gemini",
"html",
"javascript",
"python",
"servo"
] | https://www.youtube.com/embed/PQmc27xYO6c?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/benmorrissey06/dotify"
] | Winner The Gadget Gallery - 2nd Place | true | [
{
"repo": "benmorrissey06/dotify",
"content": "# Dotify ⠙⠕⠞⠊⠋⠽ - AI-Powered Braille Label Printer\n\n## Inspiration\n\nImagine walking into a grocery store and realizing that nearly every package is silent to your sense of touch. In the United States, unlike public signage covered by the ADA, there is no un... |
a2628359f760 | hackgt-12 | https://devpost.com/software/facecard-kcqdgo | FaceCard | FaceCard: Wallet-free. Worry-free. Never declined. | FaceCard: Revolutionizing Payments with AI and Facial Biometrics
Inspiration
The inspiration for FaceCard came from the outdated nature of traditional payment systems. Credit cards are frequently lost, stolen, or skimmed, while digital wallets still require you to pull out a phone or smartwatch. We asked ourselves:
Wha... | [
"amazon-web-services",
"next.js",
"node.js",
"stripe",
"supabase",
"typescript"
] | https://www.youtube.com/embed/GeAeK-a0BZo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/EpicAJS/FaceCard"
] | Did Not Place | false | [
{
"repo": "EpicAJS/FaceCard",
"content": "# Facecard web application\n\n*Automatically synced with your [v0.app](https://v0.app) deployments*\n\n[](https://vercel.com/abhijays-projects-e45366f7/v0-f... |
e3c3a7dd2219 | hackgt-12 | https://devpost.com/software/eatout | EatOut | Stop searching for restaurants, start finding dishes. Get dish suggestions that you’ll love without excessive searching, scrolling, or guessing, so every meal feels effortless and enjoyable. | EatOut: Stop searching for restaurants. Start finding dishes.
Inspiration
We’ve all been there. It’s 7 PM, your stomach is staging a protest, and the dreaded question hangs in the air: “What’s for dinner?” Finding a place to eat is a universal struggle. You find yourself in a new city, or maybe you're trying to find a ... | [
"flask",
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"google-maps",
"next.js",
"python",
"react",
"render",
"shadcn-ui",
"sqlite",
"tailwind-css",
"typescript"
] | https://www.youtube.com/embed/3Rg5x3WWxtY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://eatoutnow.vercel.app/",
"https://github.com/SaiShanky18/OpenMenu",
"https://github.com/FireOm/Tech-Square-Eats"
] | Did Not Place | false | [
{
"repo": "SaiShanky18/OpenMenu",
"content": "# OpenMenu\nWeb app that allows users to quickly search all the available restaurants and menu items nearby based on perferance. \n",
"truncated": false
},
{
"repo": "FireOm/Tech-Square-Eats",
"content": "This is a [Next.js](https://nextjs.org) p... |
a384cd451970 | hackgt-12 | https://devpost.com/software/gameday-companion | Gameday Companion | We are redefining the gameday experience with live AI chat, computer vision play breakdowns, and real-time player and team stats - giving fans instant insights and analysis as the action unfolds. | Gameday Companion
Inspiration 🏈
We were inspired by
NFL NextGen Stats Powered by AWS
and the revolutionary way they brought advanced analytics to football. Similar to the
PrizePicks
mobile experience, we wanted to bring gameday analytics to the palm of your hand.
As football fans, we've seen popular apps like Real, th... | [
"beautiful-soup",
"espn",
"expo.io",
"express.js",
"flask",
"openai",
"react-native",
"render",
"roboflow",
"supabase",
"vercel",
"yolov11"
] | https://www.youtube.com/embed/9WvXe50_fTk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://gameday-companion.vercel.app/",
"https://github.com/vedsathwik275/HackGT_2025"
] | Did Not Place | false | [] |
fc44f681ea12 | hackgt-12 | https://devpost.com/software/caladrius | Caladrius | The Privacy-First AI Triage Assistant | Inspiration
Every year, more than 150 million people enter U.S. emergency departments
(National Center for Health Statistics, 2025)
, and each of these patients must go through triage. Triage is the process of conducting a preliminary assessment of a patient’s condition to determine the urgency and nature of their trea... | [
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"css3",
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"fastapi",
"javascript",
"langgraph",
"mongodb",
"next.js",
"openai",
"python",
"react",
"tailwindcss",
"typescript"
] | https://www.youtube.com/embed/1fI_w06EoZQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://github.com/midcha/Caladrius"
] | Winner The Curator's Cause - 2nd Place | true | [
{
"repo": "midcha/Caladrius",
"content": "# Caladrius - AI-Powered Medical Triage System\n\n[](https://devpost.com/software/caladrius)\n\nCaladrius is a comprehensive AI-powered medical triage system that streamlines emergency department op... |
ac3a5dd5d618 | hackgt-12 | https://devpost.com/software/screenshot-finder | Screenshot Finder | Screenshot Organizer names your screenshots for you.Stop wasting time hunting through your finder, instead build the future. We are building a future where innovation isn’t hindered by disorganization | Inspiration
Whether I’m scrolling on social media or googling something, I’m constantly screenshotting things on my computer. Most of the time, it’s because I think something is cool and I want to look at it more but I don’t have time at that exact moment. When I’m finally free and try to look back, it’s a mess and I c... | [
"html"
] | https://www.youtube.com/embed/L7hV8PZVN00?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://8yhjs2.csb.app"
] | Did Not Place | false | [] |
e6e107ce00f9 | hackgt-12 | https://devpost.com/software/flowsight-0zn5jd | FlowSight | We built FlowSight, a 30-day cash forecast that keeps people from overdrafting and helps them make smart bill moves, before money gets tight | FlowSight started as a simple goal: make money feel less anxious and make you more aware. We’ve all had that “do I have enough for rent and groceries?” moment, so we built a tool that shows the next 30 days clearly and suggests small, practical moves, like shifting a bill or splitting a payment, before things get tight... | [
"css",
"javascript",
"next.js",
"node.js",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/-3FB0LnMROw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/revaadi/FlowSight"
] | Did Not Place | false | [
{
"repo": "revaadi/FlowSight",
"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# FlowSight — 30-Day Cash Forecast (Demo)\n\nA Next.js app that forecasts your cash for the next 30 days from a... |
7ec66fae707a | hackgt-12 | https://devpost.com/software/hydration-station | hydration station | A smart coaster that reminds you to drink and helps you hit your hydration goals. | Inspiration
We wanted to create a simple way for both healthcare professionals and everyday people to track how often they drink water and how much they consume throughout the day — all without requiring them to change their normal routine.
What it does
Hydration Station is a smart coaster that tracks the weight of you... | [
"arduino",
"c++",
"react"
] | https://www.youtube.com/embed/t2SQkXHtTu4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sayuriously/hydration-station"
] | Did Not Place | false | [] |
dbf41ce8a74c | hackgt-12 | https://devpost.com/software/stingerspaces | StingerSpaces | Tired of rental sites with hidden fees & fake reviews? We bring to you Stinger Spaces, the off-campus housing aggregator for Georgia Tech, delivers the honest info you need to find your next home. | Inspiration
Finding off-campus housing at Georgia Tech is harder than it should be, thanks to misleading ads and hidden fees scattered throughout apartment websites. We're freshman and already tired of it, so we built StingerSpaces. Our platform offers a comprehensive and transparent list of apartments and accommodatio... | [
"chatgpt",
"claude",
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"google-maps",
"html",
"javascript",
"json",
"leaflit",
"python",
"shell",
"sql",
"supabase",
"vscode"
] | https://www.youtube.com/embed/LZVvHNdl7DI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://stinger-spaces.vercel.app",
"https://github.com/harshshah560/StingerSpaces"
] | Did Not Place | false | [
{
"repo": "harshshah560/StingerSpaces",
"content": "# StingerSpaces\n\n**Georgia Tech Off-Campus Housing Finder** - A comprehensive platform helping GT students find the perfect apartment near campus.\n\n## What is StingerSpaces?\n\nStingerSpaces is a web application designed specifically for Georgia Tech s... |
72acd76caf3a | hackgt-12 | https://devpost.com/software/lawtie | LawTie | Free legal aid for underprivileged clients in need, real-world training for students, and guaranteed best of talent for companies. One platform, three wins. This is LawTie. | Inspiration
Imagine working tirelessly for 12 years in trying to win a court case against a powerful opponent. Imagine losing for 12 years because the opponent has a private lawyer and you can only afford a pro bono one. This is the story of Luca. This was our starting point for our startup and future organization "Law... | [
"css",
"github",
"node.js",
"radix-ui",
"tailwind-css",
"typescript",
"visual-studio-code"
] | https://www.youtube.com/embed/bO08Twp47DU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/maflopeztuyub/legal-aid-collective.git"
] | Did Not Place | false | [] |
5b2ab877b025 | hackgt-12 | https://devpost.com/software/cartwatch-i5crlq | CartWatch | CartWatch is an AI driven personal finance tool that proactively prevents impulse purchases, building healthier financial habits for users. | Inspiration ‼️
Our inspiration for CartWatch came from one of our members, who was very surprised to see how much money he spent this summer on impulse online shopping. Upon further research, we found out just how much of a problem savings was for most Americans. While this problem stems from the high cost of living, w... | [
"firestore",
"gemini",
"javascript",
"nessie",
"python",
"react",
"swift"
] | https://www.youtube.com/embed/aVSD9kTnMuE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tobygodat/chrome_extension_cartwatch.git",
"https://github.com/tobygodat/hackgt25proj_fork.git"
] | Did Not Place | false | [
{
"repo": "tobygodat/chrome_extension_cartwatch",
"content": "# CartWatch - Affordability Alert Chrome Extension\n\n**Real-time affordability & consequence alerts for shoppers**\n\nCartWatch is a Chrome Extension (Manifest V3) that warns shoppers at click-time if a purchase is payment-related and whether th... |
851781d6667b | hackgt-12 | https://devpost.com/software/hacky-clicker | Hacky Clicker | An Interactive media project designed to stimulate young users and introduce them to coding topics in a fun and interactive way! | Inspiration
We were inspired by the greats of gaming like Cookie Clicker and Squid Ink. These games, while simple, display a connection to one of a users most primal enjoyments. We believed that creating an experience like this for HackGT would be awesome.
What it does
Our web app is an interactive experience that offe... | [
"css",
"javascript",
"npm",
"react",
"visual-studio",
"vite"
] | https://www.youtube.com/embed/Q5NDCgbwfCA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jwatkins74/HackyClicker/tree/HackyClickerFriends"
] | Did Not Place | false | [] |
35be7f9dfb7c | hackgt-12 | https://devpost.com/software/planpanda | PlanPanda | Your Powerful Partner in Planning | Inspiration
As students, we noticed that our professors sometimes struggle to create lesson plans that are tailored and designed towards achieving learning outcomes. Our goal with this project was to help make the process of creating learning materials such as lecture slides and worksheets easy for professors. PlanPand... | [
"betterauth",
"css",
"docker",
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"pdflatex",
"python",
"pythonmicroservice",
"react",
"reactrouter",
"shadcn",
"sqlite",
"tailwind",
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"vercel",
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] | https://www.youtube.com/embed/ZZxskJ7d40I?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://hackgt12-ga2e.vercel.app/",
"https://github.com/megankulshekar/hackgt12/tree/main"
] | Did Not Place | false | [] |
2e3f29295aa3 | hackgt-12 | https://devpost.com/software/beamed-solariq-glareguard | GlareGuard | Drive safely with GlareGuard; the smart navigation assistant that alerts you to when and where sun glare could impair your vision, keeping you prepared and in control. | Introduction
Drive safely with GlareGuard; the smart navigation assistant that alerts you to when and where sun glare could impair your vision, keeping you prepared and in control.
Inspiration
Driving into the sun isn’t just annoying; it’s dangerous. Sun glare is the
second leading environmental cause of crashes
.
Our ... | [
"docker",
"expo.io",
"fastapi",
"google-cloud",
"google-maps",
"javascript",
"openstreetmap",
"osmnx",
"pysolar",
"python",
"react-native",
"srtm",
"three-geo",
"three.js",
"uv"
] | https://www.youtube.com/embed/WeHmFJwcKb4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/JessePalmer1/Beamer.git"
] | Did Not Place | false | [
{
"repo": "JessePalmer1/Beamer",
"content": "## Introduction\nDrive safely with GlareGuard; the smart navigation assistant that alerts you to when and where sun glare could impair your vision, keeping you prepared and in control.\n\n## Inspiration\n- Driving into the sun isn’t just annoying; it’s dangerous.... |
7883fbee8c51 | hackgt-12 | https://devpost.com/software/layout-ai | Layout AI | Layout AI makes design accessible to ALL by generating floor plans from sketches and natural language, using existing plans as context, reducing drawing time to minutes. Powered by CedarOS and Mastra. | Inspiration
We saw a problem:
over 80% of home design projects never reach a professional designer
because tools are too complex or too expensive. Interior designers also spend up to
30% of project time
redrawing client sketches into digital plans. This slows projects down and limits access for communities who need aff... | [
"cedaros",
"mastra",
"next.js",
"react",
"supabase",
"tailwindcss",
"typescript"
] | null | [
"https://github.com/Sectonic/hackgt12-app",
"https://drive.google.com/drive/folders/1xRluNYQUKHdFoRbTXPRNwzwDe6agQDio?usp=sharing"
] | Did Not Place | false | [
{
"repo": "Sectonic/hackgt12-app",
"content": "# Layout - Professional Floor Plan Design Platform\n\n> **Built at HackGT**: AI-powered floor plan editor with real-time collaboration and intelligent design assistance.\n\nLayout is a sophisticated web-based floor plan design platform that combines professiona... |
4d6a60c33a39 | hackgt-12 | https://devpost.com/software/metron-finance | Metron Finance | Metron Finance gamifies money management with AI advice, ML-driven scores, social leaderboards, and smart goal tracking to make building financial wellness engaging and fun. | Inspiration
Financial problems come from a series of poor choices. Oftentimes, people are unable to see how short-term impulsive purchases compound and affect financial stability in the long run. This application hopes to inform individuals with live AI/ML visualization insights based on purchases, a live chat bot for ... | [
"css",
"html",
"java",
"javascript",
"lstm",
"numpy",
"python",
"react",
"rest",
"spring"
] | https://www.youtube.com/embed/j_J73jEYoJI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/mehinp/HackGT12"
] | Did Not Place | false | [
{
"repo": "mehinp/HackGT12",
"content": "# 🎯 Metron Finance - Smart Financial Wellness Platform\n\nA comprehensive financial management platform that gamifies personal finance through social features, AI-powered insights, and dynamic goal tracking with ML-driven score adjustments.\n\n## 🚀 Project Overview... |
b6491e2c27f9 | hackgt-12 | https://devpost.com/software/clarityvr | ClarityVR | Removing the stigma around seeking support | Inspiration
Mental health sucks. As much as we want to pretend it doesn't impact us, and that we're completely fine, the feeling of breaking inside is harder to hide than we think. The dark days spent laying in bed, where nothing seems to go right as the deafening silence of loneliness fills every corner, slowly swallo... | [
"c#",
"elevenlabs",
"express.js",
"node.js",
"openai",
"unity"
] | https://www.youtube.com/embed/8WtWYfLFqx4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/aircon2/clarityVR"
] | Did Not Place | false | [
{
"repo": "aircon2/clarityVR",
"content": "ClarityVR/ <-- repo root\n│\n├── unity-client/ <-- Unity project\n│ ├── Assets/ <-- all scenes, scripts, prefabs, audio\n│ │ ├── Scenes/\n│ │ │ └── MainScene.unity\n│ │ ├── Scripts/ <-- mic i... |
1f6dc5eec8f3 | hackgt-12 | https://devpost.com/software/hurdlereader | hurdleSolver | What to review PDS just like how you learn a language on Duolingo, we provide you with hurdleSolver | More Than Just a Study Tool: A Mission to Reclaim Focus
Inspiration and Insight
Like many students, we found ourselves drowning in a sea of information but unable to retain it. The constant distractions of the digital world have shortened attention spans, making traditional studying feel like an uphill battle.
This pro... | [
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"curl",
"cursor",
"flask",
"langchain",
"nltk",
"openai",
"python",
"react",
"scikit-learn",
"sqlite",
"supabase",
"typescript"
] | https://www.youtube.com/embed/Zj7f4MLIAak?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/abhiram2504/hurdleSolver"
] | Did Not Place | false | [
{
"repo": "abhiram2504/hurdleSolver",
"content": "# 🎯 Hurdle Solver\n\nAn intelligent PDF learning platform that transforms documents into interactive, AI-powered educational experiences. Upload any PDF and engage with dynamically generated questions that test your understanding and critical thinking skill... |
f6c7fbf8552f | hackgt-12 | https://devpost.com/software/clearrx | clearRx | A smart assistant and dashboard for healthcare providers that flags dangerous drug interactions, explains the risks in plain English, and helps providers keep patients safe at the point of care. | Inspiration
Medication safety is one of the most pressing challenges in healthcare. When patients are prescribed multiple drugs, drug–drug interactions (DDIs) can cause harmful side effects, hospitalizations, and even fatalities. Clinicians often rely on outdated or clunky tools that require manual lookups. We wanted t... | [
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"python",
"rag",
"react",
"sentencetransformers",
"sql",
"supabase",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/RxNBiTVbnps?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
1f9fcfabb8e1 | hackgt-12 | https://devpost.com/software/showlyst | Trackopotamus | Your shows, your list, your rules. The customizable tracker that makes TV use smarter. | Inspiration
As college students, TV is our escape from burnout and a way to connect. But the "Golden Age of Television" has created a new problem: content overload. The constant hunt for the next great show and the hassle of avoiding spoilers with friends started to drain the joy out of our primary source of relaxation... | [
"css",
"github",
"html",
"javascript",
"react",
"snowflake-api",
"tvmaze-api"
] | https://www.youtube.com/embed/UXCLM085BA8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
833c491ffb59 | hackgt-12 | https://devpost.com/software/urmindr | Urmindr | An AI platform that lets you transform unorganized tasks and deadlines into structured calendar events using natural dialogue so that you can spend more time getting work done instead of planning | Inspiration
The inspiration for Urmindr stemmed from a shared challenge our team faced: the cumbersome process of manually adding events to our Google Calendars. We envisioned a more streamlined and conversational way to manage our schedules, moving away from clicking through menus and instead using natural language. T... | [
"firebase",
"flask",
"gemini",
"google-calendar",
"react"
] | https://www.youtube.com/embed/7nUCQ7qkiik?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/LunaVoid/Urmindr/"
] | Did Not Place | false | [] |
94c6b6bab354 | hackgt-12 | https://devpost.com/software/vo | Vo | Medical Scribe in your Pocket | Inspiration
Physician burnout is one of the biggest challenges in healthcare today. A major contributor is the overwhelming administrative burden: doctors spend up to
two hours on paperwork for every one hour of patient care
. Much of this “pajama time”—finishing charts, notes, and billing codes late at night—reduces q... | [
"fastapi",
"gpt-4o",
"mastra",
"python",
"react",
"sqlite",
"tailwindcss",
"whisper"
] | https://www.youtube.com/embed/DvakOibwVCo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ShazebWani/HackGT12"
] | Did Not Place | false | [
{
"repo": "ShazebWani/HackGT12",
"content": "# ScribeAgent AI - Full-Stack Medical Transcription Platform\n\nA complete AI-powered medical transcription application with a **FastAPI backend** and **Next.js frontend**. This platform processes audio files of medical dictations and returns structured clinical ... |
a37f0d2dac55 | hackgt-12 | https://devpost.com/software/ticketwatcher | Ticketwatcher | Ticketwatcher is an agentic ticket resolving tool. The workflow analyzes tickets, finds the relevant code, and creates actionable draft pull requests with GitHub repos. | Inspiration
We were inspired by the growing push to integrate
agentic systems
into real-world problem solving. As developers, we wanted a tool that could help fellow engineers manage their GitHub tickets—automating the repetitive parts so they could focus on the creative ones.
What it does
TicketWatcher is a library th... | [
"agentic",
"cloudflare",
"github",
"javascript",
"mcp",
"openai",
"python",
"wrangler"
] | https://www.youtube.com/embed/z6dHjcoAs80?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/VickramC07/GITHUB-MCP-TICKET-AGENT-LIBRARY"
] | Did Not Place | false | [
{
"repo": "VickramC07/GITHUB-MCP-TICKET-AGENT-LIBRARY",
"content": "# 🤖 GitHub MCP Ticket Agent Library\n\n> **An intelligent GitHub issue automation system that uses AI to analyze bug reports and automatically create fix proposals via pull requests.**\n\n[![Python 3.9+](https://img.shields.io/badge/python... |
0b0ac4d45b91 | hackgt-12 | https://devpost.com/software/game-plan | Game Plan | GamePlan turns budgeting into a game. With sports themes, real banking data, and AI insights, it makes managing money fun, engaging, and competitive—helping users win at finance. | 🏆 About the Project: GamePlan
🎯 Inspiration
We noticed that
budgeting often feels boring and stressful
, especially for students and young professionals. But when you frame it like a
game
—with goals, stats, and progress—it becomes exciting. Inspired by the
sports world
and the thrill of competition, we built
GamePla... | [
"axios",
"doetenv",
"express.js",
"github",
"helmet",
"jwt",
"lucide",
"morgan",
"nessie",
"node.js",
"openai",
"react",
"tailwind"
] | https://www.youtube.com/embed/feyoxSBH6Rw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Dhruvpal-Mehru/GamePlan"
] | Did Not Place | false | [] |
bc3eba21ed95 | hackgt-12 | https://devpost.com/software/ohq-office-hours-queue | OHQ (Office Hours Queue) | Our cutting edge office hour queue system introduces dynamic room creation, sms notifications, and a modern waitlist system to assist TAs and students to learn challenging concepts for any course. | Inspiration
As students, we both understood the struggle of going to office hours the day before an assignment was due standing shoulder to shoulder with our fellow classmates in desparation of being helped by a teaching assistant. As hours passed, so did the anxiety of tens waiting on the floors of the overcrowded roo... | [
"cursor",
"javascript",
"node.js",
"react",
"rest",
"tailwind",
"trilio",
"vite"
] | https://www.youtube.com/embed/xDsYljSqZPA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/owanden/OH-Queue"
] | Did Not Place | false | [
{
"repo": "owanden/OH-Queue",
"content": "# Office Hours Kiosk (oh-kiosk)\n\nA modern queue management system for office hours, designed for both students and teaching assistants (TAs). Built with a monorepo architecture using pnpm workspaces.\n\n## Architecture\n\n- **Backend**: Node.js + Express + TypeScr... |
487c6ff14a11 | hackgt-12 | https://devpost.com/software/portfoligo | PortfoliGO | PortfoliGO is an app that turns stock trading into a fun fantasy league experience! Draft and trade stocks scored by our ML models for value, risk, and growth. Top portfolio performance wins the game. | Inspiration
While brainstorming for a fresh idea, a team member received an ESPN notification, sparking the concept of a fantasy-style game. We chose stocks as the focus because they offer real-world relevance, practical financial insight, and the excitement of competition blending entertainment with meaningful market ... | [
"financial-modeling-prep",
"flask",
"git",
"javascript",
"machine-learning",
"node.js",
"postgresql",
"python",
"radix",
"random-forest",
"react",
"recharts",
"shadcn",
"skicit-learn",
"supabase",
"tailwind-css",
"typescript",
"vite",
"xgboost",
"yahoo-finance"
] | https://www.youtube.com/embed/g8nHLsBKtyY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AbhishekM101/portfoliGO"
] | Did Not Place | false | [
{
"repo": "AbhishekM101/portfoliGO",
"content": "# PortfoliGO - Fantasy Stock Trading Platform\nBy: Abhishek Mynam, Tanush Chintala, Rohan Singhal\n\nPortfoliGO is a comprehensive fantasy stock trading platform that combines machine learning-powered stock analysis with competitive league-based gameplay. Use... |
36515be535a8 | hackgt-12 | https://devpost.com/software/game-pulse | Game Pulse | GamePulse turns live sports into a pulse-pounding experience where friends place instant challenges during plays, climb leaderboards, and win bragging rights in real time. | Inspiration
We wanted to recreate the thrill of watching sports with friends by letting people
predict the future in real time
. Instead of static fantasy or pregame bets, what if you could bet on the next play as it happens?
What it does
Game Pulse transforms live sports into an interactive, second-screen experience. ... | [
"gpt4.0",
"openai",
"python",
"reactnative",
"sportsdataioapi",
"supabase"
] | https://www.youtube.com/embed/UsApNHXRw50?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/akshitk26/gamepulse"
] | Did Not Place | false | [
{
"repo": "akshitk26/gamepulse",
"content": "# GamePulse\n",
"truncated": false
}
] |
8b18cb4bee3c | hackgt-12 | https://devpost.com/software/signsmarter | SignSmarter | SignSmarter is a Chrome extension that turns dense contracts into clear bullet points, flags red-alert clauses, and links back to the source—so you know what you’re signing in seconds. | Inspiration
Every day, people sign digital contracts without actually reading them — whether that’s a Terms & Conditions pop-up, a privacy policy, or even a lease agreement. These documents are often written in dense, confusing legalese designed more to protect corporations than to inform individuals. Our team realized... | [
"css",
"html",
"javascript",
"json",
"openai"
] | https://www.youtube.com/embed/hb0eEMzfdHI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/abhinavp07/GoKrazy-SignSmarter"
] | Did Not Place | false | [
{
"repo": "abhinavp07/GoKrazy-SignSmarter",
"content": "# SignSmarter Chrome Extension\n\nA Chrome extension that intelligently reads and summarizes documents, highlighting key points and red flags to help users make informed decisions before signing agreements.\n\n## Features\n\n### 📄 Multiple Reading Met... |
f6171115038f | hackgt-12 | https://devpost.com/software/bikebuddy | BikeBuddy | Biking smarter and safer with a rear view camera and turn signal modular attachment! | Inspiration
Recently, Georgia Tech has heavily invested in bike infrastructure, and we’ve seen the impact. More and more students are navigating campus on two wheels, which has been amazing for student health (more exercise + faster commute = happier students!).
Even so: “The number one reason for not cycling to campus... | [
"3dprinting",
"arduino",
"c++",
"esp32",
"expo.io",
"laser-cutting",
"platformio",
"react-native",
"soldering",
"typescript"
] | https://www.youtube.com/embed/5J4gsYUTWbA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/tsar-boomba/BikeBuddy"
] | Winner The Gadget Gallery - 1st Place | true | [
{
"repo": "tsar-boomba/BikeBuddy",
"content": "# hackgt-2025\n",
"truncated": false
}
] |
e378f191b8f3 | hackgt-12 | https://devpost.com/software/lifelens-qn9ihj | LifeLens | AI-powered health platform that combines machine learning risk assessments with intelligent chat and healthcare provider recommendations to deliver data-driven, personalized health insights. | Inspiration
We were inspired by the shortcomings of current AI doctor chatbots, which often rely only on patient self-reports. Miscommunication, incomplete information, and inaccurate self-diagnoses showed us the need for a more data-driven health assistant.
What it does
LifeLens combines:
5 ML Health Risk Models: Diab... | [
"git",
"github",
"numpy",
"pandas",
"postgresql",
"python",
"react",
"scikit-learn",
"supabase",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/h3xYsHigRvo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/sewonm/DataDrivenDoctor"
] | Did Not Place | false | [
{
"repo": "sewonm/DataDrivenDoctor",
"content": "# LifeLens\n \n\n### 📌 Problem \n- Current AI doctor chatbots rely too heavily on **self-reported symptoms** and text input. \n- Leads to **miscommunication, incomplete data, and inaccurate self-diagnosis**. \n- Patients need **data-driven, reliable, and... |
469610d6439a | hackgt-12 | https://devpost.com/software/orion-owa3ry | Orion | The onboarding buddy that's been a part of the team from day 1 to help you build as quickly as possible. | Inspiration
Onboarding is a universal pain. Whether you’re an intern or a staff engineer, navigating the codebase is only half the battle: the rest lives in scattered Slack threads, README drift, terminal one-offs, CI logs, and PR history. Context is fragmented, and the first weeks are spent searching instead of shippi... | [
"bash",
"chromadb",
"css",
"flask",
"javascript",
"npm",
"postgresql",
"python",
"react",
"scikit-learn",
"supabase"
] | https://www.youtube.com/embed/ueU99vmpKck?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/josephp1005/orion"
] | Winner Best Emerging - 2nd Place | true | [
{
"repo": "josephp1005/orion",
"content": "# orion\nRepo for Orion project @ HackGT 12\n\nVideo: https://www.youtube.com/watch?v=ueU99vmpKck\n\nDevpost: https://devpost.com/software/orion-owa3ry?ref_content=my-projects-tab&ref_feature=my_projects\n\n# Quickstart\n\nYou must have Gemini API key in your ```.e... |
b25ac5b0248d | hackgt-12 | https://devpost.com/software/tic-tac-toe-0ql1xh | Tic-Tac-Toe | A quick command line based game for tic tac toe | Inspiration
testing my python abilities with a simple game of tic tac toe
## What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Tic-Tac-Toe | [
"python"
] | null | [] | Did Not Place | false | [] |
c66ec9fc6032 | hackgt-12 | https://devpost.com/software/learnflow-wbsu04 | LearnFlow | LearnFlow turns any question into a bite-size, timestamped mini-playlist from trusted videos which jump straight to the exact moments that explain it, with keywords included. | Inspiration
We all click into 40-minute videos to find a 90-second answer. LearnFlow flips that: ask a question and jump straight to the exact moments that teach it.
What it does
Takes a natural-language question
Finds high-quality videos and parses captions
Ranks short segments for coverage, clarity, and novelty
Build... | [
"nextjs",
"react",
"typescript"
] | https://www.youtube.com/embed/IV2fjuej5Eo?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [] | Did Not Place | false | [] |
3f7eb0e2c444 | hackgt-12 | https://devpost.com/software/buzz-brief | Buzz Brief | Buzz Brief turns boring emails into short, funny TikTok-style videos, making your inbox fast, fun, and engaging! | Inspiration
Do you ever get bored scrolling through hundreds of emails, having to read each one separately? It’s not only time-consuming but also mentally draining. That’s when we thought, what if you could digest all your emails easily and actually enjoy it? Imagine consuming your inbox not by reading walls of text, b... | [
"expo-go",
"fastapi",
"ffmpeg",
"javascript",
"openai",
"python",
"react-native",
"supabase"
] | https://www.youtube.com/embed/oFaW2A6t9D0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/buzz-brief/buzz-brief"
] | Did Not Place | false | [
{
"repo": "buzz-brief/buzz-brief",
"content": "<p align=\"center\">\n <a href=\"https://www.youtube.com/shorts/oFaW2A6t9D0\" title=\"Watch the demo on YouTube\">\n <img src=\"https://img.youtube.com/vi/oFaW2A6t9D0/maxresdefault.jpg\" alt=\"BuzzBrief — demo\" width=\"720\">\n </a>\n</p>\n<p align=\"cent... |
91f04dd44a90 | hackgt-12 | https://devpost.com/software/projectview | ProjectView | Automatic building and deploying for project-based interview questions. | Inspiration
ProjectView is a full-stack web application designed to bridge the gap between tech recruiters and candidates by transforming the code submission and review process. After the advent of AI-based platforms like Cluely, traditional problem-based platforms like Leetcode do not effectively work anymore. To reme... | [
"cloudflare",
"django",
"docker",
"firebase",
"flask",
"google-cloud"
] | https://www.youtube.com/embed/uRSS5g1IqnE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"http://projectview.uk/",
"https://github.com/allistairhakim/projectview-nosecrets"
] | Did Not Place | false | [
{
"repo": "allistairhakim/projectview-nosecrets",
"content": "# ProjectView\nFrontend for the Projectview website\n\n## Prerequistes:\n- Python3 and `pip`\n- Python virtual environment manager `venv`\n- Git\n\n## Step 1: Accquire Repository:\nClone the repository onto the cloud machine so do something like:... |
668c56b705d5 | hackgt-12 | https://devpost.com/software/custom-built-no-distraction-mobile-phone | Custom Minimalist Phone | It's time for a custom build mobile phone where you can add hardware features you want! With the minimalist design, it keeps you connected via voice and messaging, while removing distractions.. | Inspiration
Modern phones are filled with distractions, such as social media, and this product goes back to the basics with an interesting twist. The fundamental features of this simple yet innovative product are:
Wi-Fi calling, SMS texting, mobile-interface buttons, LCD screen, and status LEDs.
What Does it Do
This pr... | [
"breadboards",
"kicad",
"pcbs",
"python",
"raspberrypi",
"twilio"
] | https://www.youtube.com/embed/js_TF7OkDj0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Tachyon01/Custom_Minimalist_Phone"
] | Did Not Place | false | [
{
"repo": "Tachyon01/Custom_Minimalist_Phone",
"content": "# Custom Minimalist Phone\nHackGT 2025 Project by Ayush Banerjee & Pulkit Goel\n\n## Inspiration\nModern phones are filled with distractions, such as social media, and this product goes back to the basics with an interesting twist. The fundamental f... |
abdd6348ea09 | hackgt-12 | https://devpost.com/software/vibesb2b | vibesB2B | Vibe check the Zoom - 10x revenue. CV-powered detection of audience reaction to give insightful speaker feedback, increasing the productivity of sales pitches, interviews, meetings, & more. | vibesB2B
Inspiration
Most people walk away from meetings, presentations, or pitches with only a vague sense of how they did. Were they engaging? Did they confuse their audience? Did they hold attention, or lose it?
That’s why we built
vibesB2B
, a pitch reflection and coaching agent that synchronizes transcripts with e... | [
"attio",
"electron",
"flask",
"gemini-api",
"keras-tf",
"mastra",
"mediapipe",
"ngrok",
"node.js",
"opencv",
"python",
"recall.ai",
"slack",
"sqlite",
"typescript",
"websocket"
] | https://www.youtube.com/embed/oRyB2NW-Wkc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://vibesb2b.vercel.app/",
"https://github.com/atoniolo76/vibeb2b"
] | Winner Best Overall - 3rd Place | true | [] |
12e40e4dd13c | hackgt-12 | https://devpost.com/software/docuease | DocuEase | Transforming documentation into patient time with AI-driven efficiency. | DocuEase
Inspiration
We were inspired by the frustration clinicians face every day with existing EHRs: too many clicks, redundant data entry, and endless alerts. Studies show providers spend 60% of their time documenting instead of caring for patients. We wanted to give that time back.
What it does
DocuEase is an AI-po... | [
"cedar",
"javascript",
"mastra",
"postgresql",
"typescript"
] | https://www.youtube.com/embed/hbmwqOM8MT0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/pkonnoth/DocuEase"
] | Did Not Place | false | [
{
"repo": "pkonnoth/DocuEase",
"content": "This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/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\... |
3ab716b58e89 | hackgt-12 | https://devpost.com/software/raptor-bets | RexBets | A fun, social, and engaging way to enjoy placing bets with your friends on your favorite sports -- LIVE -- through our interactive games. Exclusive on Rex Bets! | Inspiration
Traditional sports betting apps like PrizePicks lack genuine social interaction - users place bets in isolation without the excitement of competing directly with friends. We were inspired by the energy of watching games together and wanted to recreate that communal experience digitally. The idea sparked whe... | [
"css",
"docker",
"expo.io",
"fast-api",
"html",
"react-native",
"render",
"supabase",
"typescript"
] | https://www.youtube.com/embed/V8S7uXuXKPU?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/id-mustafa/rexbets"
] | Did Not Place | false | [
{
"repo": "id-mustafa/rexbets",
"content": "# Rex Bets\n*High-frequency social betting platform with real-time multiplayer gameplay*\n\nRex Bets is a social betting application that brings competitive wagering to friend groups through real-time question-based betting sessions. Players join lobbies, answer r... |
6e83c5aee0c9 | hackgt-12 | https://devpost.com/software/fitting-room-uq4tbz | Fitting Room | An AI Virtual Try On and Outfit Finder | Inspiration
We wanted to shrink the gap between discovering a style and actually seeing it on you. Shopping sites show product photos, but it’s hard to imagine how items fit you. We built FittingRoom so people can virtually test real items from the web, driven by AI style understanding.
What it does
Upload a user photo... | [
"chatgpt",
"gemini",
"next.js",
"react",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/GnHkiqHrtgA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AaryaSingh/hackgt12"
] | Did Not Place | false | [] |
27bb788fbca8 | hackgt-12 | https://devpost.com/software/triad-ytsmah | Triad | In a fast-paced world where pressures silence true feelings, our AI roundtable of Ego and Superego offers a private space to listen, heal, and inspire you through life’s challenges. | This project was inspired by Sigmund Freud's theory of psychoanalysis, focused on the interplay between the Ego and Superego as guiding forces of the human psyche. We envisioned to create a digital roundtable of the mind - a table where users engage in meaningful conversations with AI agents representing different face... | [
"cedar",
"multiagent",
"next",
"openai"
] | null | [
"https://github.com/ivanli05/triad"
] | Did Not Place | false | [
{
"repo": "ivanli05/triad",
"content": "# Vision:\n\nTaking inspiration from Sigmund Freud’s psychoanalysis, our app offers a sacred space for self-exploration and inner peace. Through intimate dialogue with AI Agents embodying the Ego and Superego, users are invited into a symbolic *roundtable of the mind*... |
befca6ecfaca | hackgt-12 | https://devpost.com/software/j-oubi | J.Oubi | A gamified internship applying experience to help users overcome application anxiety | Inspiration
Every college student knows the pressure of internship application season. The stress doesn’t just come from filling out forms — it starts much earlier. Many students struggle with not knowing where to begin, unsure of what they want or how to narrow their search. Once the search starts, the time commitment... | [
"expo.io",
"python",
"react-native",
"selenium"
] | https://www.youtube.com/embed/7Ib-684-Pu4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/JoceChang/HackGT25-JOubi",
"https://github.com/smunigunti3/LinkedInJobScraper"
] | Did Not Place | false | [
{
"repo": "JoceChang/HackGT25-JOubi",
"content": "# HackGT25-JOubi\n\n## Inspiration\nEvery college student knows the pressure of internship application season. The stress doesn’t just come from filling out forms — it starts much earlier. Many students struggle with not knowing where to begin, unsure of wha... |
22c169912dea | hackgt-12 | https://devpost.com/software/medicous | Medicus | We’re revolutionizing how medical technology companies connect with healthcare providers: delivering the right information, to the right provider, at the right time. | Inspiration
We were inspired by the challenge of improving HCP (Healthcare Provider) engagement. Doctors are often overwhelmed by irrelevant information, while sales reps spend time and money traveling to hospitals without knowing if their visit will add value. We wanted to create a solution that is smarter, more effic... | [
"cedar",
"docker",
"mastra",
"openai",
"perplexity",
"postgresql",
"python",
"react",
"react-email",
"schema-validation",
"typescript",
"zod"
] | https://www.youtube.com/embed/qiKRfgaOyok?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Tjust032/gt-hackathon-2025"
] | Winner Impiricus | true | [
{
"repo": "Tjust032/gt-hackathon-2025",
"content": "# Medicus 🏥\n\n**AI-Powered Prescription Drug Sales Platform**\n\nMedicus is a digital platform that revolutionizes how pharmaceutical sales reps connect with healthcare providers, delivering the right information to the right provider at the right time.\... |
0ae152dee4f4 | hackgt-12 | https://devpost.com/software/curarx-care-made-clear | CuraRx - Care made clear! | CuraRx cuts through healthcare noise by delivering clear, timely insights to providers and patients on insurance, prescriptions, and PA filling to reduce confusion, delays, and costs. | CuraRx – Care, Made Clear
Inspiration
This project began with a personal moment: after a fracture, when my teammates and I found ourselves drowning in questions - “Will insurance cover this medicine?” "What are metatarsal bones?" Physicians were equally overwhelmed, spending hours navigating formularies and prior autho... | [
"amazon-rds-relational-database-service",
"amazon-web-services",
"app-router",
"axios",
"mysql",
"mysql2/promise",
"next.js",
"openai",
"pdf-parse",
"shadcn/ui",
"tailwind",
"ts",
"typescript"
] | https://www.youtube.com/embed/TjUzYcJIikY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Niwant/HACKGT"
] | Did Not Place | false | [
{
"repo": "Niwant/HACKGT",
"content": "# CuraRX - Care made clear!\n\nA full-stack healthcare management platform with role-based access for physicians and patients. Built with Next.js frontend and a Node.js + MySQL backend that integrates public health datasets (CMS, Synthea, RxNorm, DailyMed, Orange Book)... |
aa4e1f6ba008 | hackgt-12 | https://devpost.com/software/medsignal | MedSignal | MedSignal helps patients stay on top of their medications with smart reminders and gives doctors the insights they need, fostering collaboration and improving care through real-time updates. | Inspiration
We decided from the start to make a project that could impact everyday life by optimizing some aspect of healthcare. We considered what issues people have on a daily basis and concluded that medicine can present a complicated challenge to some individuals. In particular, several of us have seen how our gran... | [
"javascript",
"openai",
"react-native",
"rxnorm",
"warp"
] | https://www.youtube.com/embed/RKBylfBZmnQ?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/mellipar000/HackGT12_Attempt2/tree/master"
] | Did Not Place | false | [
{
"repo": "mellipar000/HackGT12_Attempt2",
"content": "# MedSignal 🏥💊\n\n**A comprehensive medication management platform connecting patients and physicians through secure, FHIR-compliant healthcare data sharing.**\n\nMedSignal is a React Native mobile application that helps patients track their medicatio... |
8adb8e19af69 | hackgt-12 | https://devpost.com/software/playbook-u9w86x | Playbook | Get context on potential plays using in app targeted articles and get personalized parlay suggestions to easily place familiar bets | Inspiration
Betting is becoming more of a casual activity but although people are eager to play, they are not always well informed on the plays they make. With a little bit of context for casual viewers, betting can be much more competitive and interesting for the average person. Parlays also often require a lengthy ti... | [
"fastapi",
"javascript",
"mcp",
"openai",
"python",
"rag",
"react",
"supabase",
"uvicorn"
] | https://www.youtube.com/embed/gZXFxfAdOec?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Babagesh/PrizePredict"
] | Did Not Place | false | [
{
"repo": "Babagesh/PrizePredict",
"content": "# Dissect: Sports Analytics & Parlay Platform\n\nThis document provides instructions for setting up and running the Dissect application, which consists of a React frontend and FastAPI backend with Supabase integration.\n\n## Prerequisites\n\n- Node.js (v16+) fo... |
cb2636529c2c | hackgt-12 | https://devpost.com/software/floodsafe-5d69an | FloodSafe | Providing real-time flood risk analysis and potential evacuation routes based on elevation, distance to major bodies of water, and forecasted rainfall. | Inspiration
We're both from Georgia, where heavy rainfall and hurricanes have caused flooding increasingly often. In emergency situations, it can be hard to decide when it's time to go and where to go. We wanted to create a site that displays flood risk on a clear-cut numerical scale from and helps its users find optim... | [
"css",
"cursor",
"html",
"javascript",
"leaflet.js",
"noaa",
"nws",
"openelevation",
"openstreetmap",
"usgs"
] | https://www.youtube.com/embed/yq1AaZJNNNE?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/oakie-doke/flood"
] | Did Not Place | false | [
{
"repo": "oakie-doke/flood",
"content": "# Flood Risk Assessment & Evacuation Planner\r\n\r\nA comprehensive web application that identifies high-risk flood areas in the United States and provides optimal evacuation routes using real-time data from the National Oceanic and Atmospheric Administration, Unite... |
ac4ef4beb61a | hackgt-12 | https://devpost.com/software/burrow-m4ni39 | Burrow | Got an internship and need someone to take over your lease? Searching last-minute for housing near Georgia Tech? Burrow makes subleasing and finding a place in Atlanta simple and stress-free. | Inspiration
At Georgia Tech, finding short-term housing is a recurring challenge. Every semester, students post in Snapchat groups or GroupMe chats asking if anyone is subleasing their apartment for a few months. The process is scattered, unreliable, and often stressful. We saw this repeated problem and asked ourselves... | [
"next.js",
"postgresql",
"prisma",
"react",
"typescript",
"vercel"
] | https://www.youtube.com/embed/RgaFqezgc1w?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://burrow-three.vercel.app/",
"https://github.com/HousingBurrow/Burrow"
] | Did Not Place | false | [
{
"repo": "HousingBurrow/Burrow",
"content": "# Burrow: College Housing Made Easier\n\nCreated by Vincent Yang, Tracy Xie, Jayden Lee, and Hung Nguyen \n\n\n---\n\n## Inspiration\nAt Georgia Tech, finding short-term housing is a recurring challenge. Every semester, students post in Snapchat groups or Group... |
903a717f7621 | hackgt-12 | https://devpost.com/software/fanzone | FanZone | Bet smart. Bet together. Bet Fanzone. | Inspiration
You will never watch a game alone. This was our Curator's Cause in building FanZone. No matter which city you're in, with friends or at a bar for a solo drink, we want to make sure that you always find
your people
.
What it does
Welcome to FanZone, the social companion app that turns every game into a live,... | [
"api",
"betting",
"expo.io",
"github",
"gps",
"javascript",
"node.js",
"npm",
"openai",
"postgresql",
"react-native",
"sports-data",
"supabase",
"tailwind"
] | https://www.youtube.com/embed/115Q0N01knI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/KrishKapoor1329/hackgt12.git"
] | Did Not Place | false | [
{
"repo": "KrishKapoor1329/hackgt12",
"content": "# FanZone\n\n## Overview\nFanZone is a social companion app that transforms every game into a live, shared betting experience. It allows fans to connect globally, place real-time bets, and join virtual watch parties, making every moment of the game more enga... |
c8c847bcae09 | hackgt-12 | https://devpost.com/software/unitwise | UnitWise | UnitWise: Scan the label. See the value. From label to decision: OCR + AI compute unit price and suggest the best value option for supplements and groceries so you never overpay. | UnitWise: Scan the label. See the value.
From label to decision—UnitWise is a mobile app designed to make grocery and supplement shopping smarter and simpler.
By combining OCR with AI reasoning, it analyzes product labels and prices, then calculates unit prices (per serving, per mg, or per volume) and recommend the be... | [
"dart",
"firebase",
"flutter",
"google-cloud",
"llm",
"ocr",
"python",
"vertexai"
] | https://www.youtube.com/embed/S-BO-RV6njk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Ice1808pichaaa/UnitWise.git"
] | Did Not Place | false | [
{
"repo": "Ice1808pichaaa/UnitWise",
"content": "# UnitWise\nHackGT12 Project\n\nhttps://devpost.com/software/unitwise\n",
"truncated": false
}
] |
be645a05fe6f | hackgt-12 | https://devpost.com/software/significance | Significant | Our app helps hearing parents of deaf children practice ASL with 563 words, using smart recognition to check signs. It reinforces learning and builds a foundation for their child’s communication. | Inspiration
Most deaf children are born to hearing parents. This app helps parents learn ASL to communicate with their child, while also building the foundation for their child to connect with others.
What it does
Our app presents one of 563 words and uses a media-pipeline ML Sign Language Recognizer to check if the us... | [
"css",
"firebase",
"github",
"html",
"javascript",
"mediapipe",
"node.js",
"typescript",
"vite"
] | https://www.youtube.com/embed/gufuGhlcizI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://meghnamitt.github.io/Significant/#/",
"https://github.com/meghnamitt/Significant"
] | Did Not Place | false | [
{
"repo": "meghnamitt/Significant",
"content": "## Inspiration\nMost deaf children are born to hearing parents. This app helps parents learn ASL to communicate with their child, while also building the foundation for their child to connect with others.\n\n## What it does\nOur app presents one of 563 words a... |
1c8cf4e8cb9c | hackgt-12 | https://devpost.com/software/capcliq | CAPTIQ | Your one stop web tool for making social media management easier! | Inspiration
Social teams lose time bouncing between caption brainstorms, design tools, and schedulers for posts on social media. Posting things takes large amounts of time, and creativity is limited for people. Big companies might run out of ideas on how to garner user engagement, and smaller companies may have limited... | [
"css",
"firebase",
"gemini",
"html",
"javascript",
"localstorage",
"mastra",
"next.js",
"react",
"tailwind",
"typescript",
"vite"
] | https://www.youtube.com/embed/p1QE6IMOVaA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://captiq.web.app/"
] | Did Not Place | false | [] |
85d954d22b29 | hackgt-12 | https://devpost.com/software/parity-en243p | Parity | PPP-powered travel budgeting for Capital One™ customers. Turn your balance into a global compass: connect your account, see where your dollars stretch farthest, and forecast runway with live insights. | Inspiration
The exchange rate for the US Dollar (USD) to Indian Rupee (INR) is 80 INR for 1 USD. In America, there’s not much I can buy with a dollar. But in India, 80 rupees can get me a meal at a fancy restaurant. In the foreign exchange market, those two amounts of money are equivalent. But I’ve always wondered—why ... | [
"javascript",
"nessie",
"nextjs",
"node.js",
"numbeo",
"openstreetmap",
"react",
"shell",
"supabase",
"typescript",
"vercel"
] | https://www.youtube.com/embed/YTjNCb8maoA?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/SujayCh07/hackathon-lk"
] | Did Not Place | false | [
{
"repo": "SujayCh07/hackathon-lk",
"content": "🌍 Parity – Global GeoBudget & Smart Spend\n\nParity helps travelers and remote workers understand where their money stretches furthest by combining:\n\nPPP (Purchasing Power Parity) Data\n\nPersonalized Budgeting\n\nSimulated Capital One™ Accounts (via Nessie... |
8988caf4c345 | hackgt-12 | https://devpost.com/software/subsaver-03pb9e | SubSense | SubSense is the smart subscription killer + optimizer: auto-detecting recurring charges, one-tap cancels, budget, and alerts so you stop overpaying permanently. We utilize the Capital One Nessie API. | Inspiration
Aside from being computer science majors, all four of us are pursuing minors in different business fields, including accounting and economics. We have learned that consumers pay for dozens of subscriptions totalling in the thousands every year. Many of which they are unaware, essentially bleeding money! We ... | [
"css",
"expo.io",
"html",
"javascript",
"node.js",
"react"
] | https://www.youtube.com/embed/PqnZP6dcsfs?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ananyaa-sutaria/HackGT"
] | Did Not Place | false | [] |
6896694df639 | hackgt-12 | https://devpost.com/software/medconnect-9zd8it | MedConnect | Connect with Medical Specialists for Rare Diseases. | Inspiration
Between twenty-five and thirty million Americans are affected by approximately 7,000 rare diseases (as cited from National Institutes of Health). Yet, of these 7,000 known diseases, around 95 percent still don’t have treatment. Even worse, many physicians are not sufficiently trained in awareness of rare di... | [
"bertopic",
"clinicaltrials.gov",
"flask",
"nextjs",
"pyarrow",
"python",
"react",
"selenium",
"typescript",
"vercel"
] | https://www.youtube.com/embed/0u7bnZ8Wvrk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://medconnect-hackgt.vercel.app/"
] | Did Not Place | false | [] |
53a6bdcfaeb6 | hackgt-12 | https://devpost.com/software/vertex-a11y | Vertex A11y | Vertex A11y empowers developers to champion accessibility, offering real-time insights and practical solutions that transform websites into experiences everyone can use. | Inspiration
Over
216 million
people suffer from a form of visual impairment around the world. While assistive technologies continue to advance each year, web development has comparatively been stagnant. A study done by
WebAIM
found that over
96%
of the top million websites did not comply to disability guidelines such a... | [
"chrome",
"css",
"html",
"javascript",
"json",
"motion",
"node.js",
"openai"
] | https://www.youtube.com/embed/Op4YxUuP5e4?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/karandeol-26/vertex_A11y"
] | Winner Best Emerging - 1st Place | true | [
{
"repo": "karandeol-26/vertex_A11y",
"content": "  \\\n🥇 HackGT 12 Emerging Track Winner\n\n# Vertex A11y\n\nA premium Chrome exte... |
a3aad39e1c95 | hackgt-12 | https://devpost.com/software/supply-neural-rejyno | SupplyNeural | SupplyNeural strives to help companies optimize their supply chains in minimal time by compiling information about various suppliers in one place and creating an easy-to-read mindmap. | Inspiration
It's 2025, and there are numerous text-based AIs that can provide an intimidatingly large amount of information. So we had the idea of presenting the information in a more intuitive way -- in the format of mind maps. We wanted to target the issue of gathering information surrounding the supply chain in one ... | [
"css",
"flashapi",
"gemini",
"html",
"javascript",
"openai",
"python"
] | https://www.youtube.com/embed/itedwscgC4g?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/AlbEDar/hackgt12"
] | Did Not Place | false | [] |
4928788b04e8 | hackgt-12 | https://devpost.com/software/healthdock | HealthDock | Kiosk reads biometric data in seconds and updates a doctor console in real time with a short patient ID for quicker care, reduced documentation time, and machine-learning for patient prioritization. | Inspiration
Documentation fatigue- the phenomenon when nurses start to burnout due to overwhelming amounts of documentation- results in higher perceived workloads, and less time for patient care. In fact,
a 2022 study by BMC Nursing
found that nurses in the U.S can spend up to 40% of their time on documentation. Recog... | [
"arduino",
"javascript",
"machine-learning",
"pandas",
"react",
"scikit-learn",
"supabase",
"typescript"
] | https://www.youtube.com/embed/dxmFUfOhCFM?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/YufeiFionaLi/Hack_GT_25"
] | Did Not Place | false | [
{
"repo": "YufeiFionaLi/Hack_GT_25",
"content": "# HealthDock\n\nA comprehensive medical sensor data collection system built with React frontend and Node.js backend, designed for collecting patient information and sensor readings from Arduino MQ-3 alcohol sensors.\n\n## Features\n\n### Frontend (React)\n- *... |
5dd143876b68 | hackgt-12 | https://devpost.com/software/a-i-almond-intelligence | A.I. - Almond Intelligence | The SOTA in computer-aided almond counting | In April 2024, humane.ai released a video titled
This is the Humane Ai Pin
. In what was supposed to be an exciting tech demo of their industry-defining product, the presenter infamously held out a hand of almonds and asked the device, "how many grams of protein?" The device confidently responded, "these almonds have 1... | [
"flask",
"python",
"react",
"tensorflow"
] | https://www.youtube.com/embed/C4BKRfP5g-E?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/fbn-org/almond-intelligence"
] | Did Not Place | false | [] |
24412e48a51e | hackgt-12 | https://devpost.com/software/s-hrncfi | CanDraw | CanDraw is the AI copilot that transforms your whiteboard into a creative partner. Describe your vision and watch it build flowcharts, connect ideas, and organize thoughts in real time. | Inspiration
Today, there are thousands of engineers that rely on drawing diagrams to sketch out their initial ideas, map relationships between different components, and look at dependencies that aren't exactly clear in the raw data or technical specifications. This is a task that nearly every engineer needs to complete... | [
"cedar",
"javascript",
"mastra",
"node.js",
"openai",
"react",
"sql",
"typescript"
] | https://www.youtube.com/embed/T8f1ANKAIFk?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/V-prajit/CanDraw"
] | Winner Ergo - Best Use of Mastra Agent Framework for Productivity | true | [
{
"repo": "V-prajit/CanDraw",
"content": "# Cedar-OS + Mastra Starter Template\n\nA blank starter template combining [Cedar-OS](https://cedar.ai) for the frontend AI interface and [Mastra](https://mastra.ai) for the backend agent orchestration.\n\n## Features\n\n- **Chat Integration**: Built-in chat workflo... |
57448417cfc9 | hackgt-12 | https://devpost.com/software/auralize | Auralize | A stadium-sized light show, right at your fingertips. Bringing the buzz back to every fan community. | Inspiration
Why is it that some events like concerts or games feel so unforgettable while others feel disconnected?
The truth is: live events can feel fragmented at times, with audience engagement an increasingly difficult challenge for small event organisers – like college open mics, or even intramurals. Nearly 37.4% ... | [
"firebase",
"javascript",
"reactnative",
"toastify",
"typescript"
] | https://www.youtube.com/embed/I3oDDuY8-x8?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/zh-yng/auralize"
] | Did Not Place | false | [
{
"repo": "zh-yng/auralize",
"content": "# Auralize\n\n> Auralize transforms every smartphone into part of a synchronized light show, creating instant community at any event without expensive hardware. A host generates a 4-digit code, friends join instantly, and phones sync in real time to effects like Twin... |
bfbd5793b4ef | hackgt-12 | https://devpost.com/software/the-kick-is-good | The Kick is Good | Ever watched a game of football and wanted to predict how far a field goal really went? We used Computer Vision to find the TRUE distance, and now you can bet on what the real numbers are! | Inspiration
As ball lovers and ball knowers, we've always wanted to do a sports project so innovative that ESPN and other sports giants haven't even done it yet. We consulted our friend, Dhruv, a football fanatic and source of our knowledge, to ask what was missing in his football watching experience, and our minds dri... | [
"opencv",
"python",
"react"
] | https://www.youtube.com/embed/Ugg36PxM_qI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/ColinVu/FGtracking"
] | Winner PrizePicks - Signal from the Noise | true | [
{
"repo": "ColinVu/FGtracking",
"content": "# Semi-Automatic Football Tracking System for Field Goals\n\nA Python-based computer vision system for tracking a football in video files using OpenCV. The system combines user annotation with automated tracking algorithms to provide accurate and smooth football t... |
424f522d727c | hackgt-12 | https://devpost.com/software/receipt-rover-glzauc | Receipt Rover | Instantly turn any receipt into a powerful financial and environmental report. Snap a photo or paste text to visualize your spending and its carbon footprint in seconds. | Inspiration
In a world of digital transactions, we are flooded with receipts—in our emails, in our apps, everywhere. This financial data is incredibly valuable, but it's trapped in a messy, unstructured format. Existing budgeting apps often require tedious manual entry, creating a barrier to financial awareness. We ask... | [
"chart.js",
"css3",
"html5",
"javascript",
"netlify",
"tesseract.js"
] | null | [
"https://receiptrover.netlify.app/"
] | Did Not Place | false | [] |
153308798e69 | hackgt-12 | https://devpost.com/software/medigator | Medigator | Check In. Share. Care Smarter. | Inspiration
Primary care visits are short, intake is noisy, and clinicians don’t have time to hunt for the one guideline paragraph that matters. We set out to build a physician-facing “intake → summary → evidence” assistant that’s fast, explainable, and demo-able without real PHI.
What it does
Medigator turns a brief s... | [
"fastapi",
"llm",
"python",
"react",
"sql"
] | https://www.youtube.com/embed/2x5wXnU_gS0?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/nabinkim0318/Medigator"
] | Did Not Place | false | [
{
"repo": "nabinkim0318/Medigator",
"content": "# 🏥 BBB Medical Report API\n\n[](https://github.com/nabinkim0318/BBB/actions/workflows/ci.yml)\n[](https://www.pyt... |
af3699c55bed | hackgt-12 | https://devpost.com/software/stringerops | StingerOps | A public transportation system optimizer. | StingerOps: Smarter Campus Transit
Inspiration
Every Georgia Tech student knows the pain of relying on the Stinger buses. Walking from MARTA to the Paper Tricentennial in the middle of Atlanta’s summer heat is nothing short of cruel and unusual punishment.
We decided enough was enough—it’s time to re-imagine campus tra... | [
"django",
"google-maps",
"google-route-optimization-api",
"python",
"react"
] | null | [] | Did Not Place | false | [] |
ba5045691db1 | hackgt-12 | https://devpost.com/software/sidebet-live-bets-with-friends | SideBet | Custom bets, instant payouts, and social rooms for every match. | Inspiration
I love bettings apps like PrizePicks and their innovative approach to sports betting, but I wanted to take it a step further. While PrizePicks lets you make picks against the house, I thought - what if you could bet directly against your friends with custom lines? Watching games with friends, we'd constantl... | [
"expo.io",
"express.js",
"node.js",
"react-native",
"restapi",
"socket.io",
"typescript",
"websocket"
] | https://www.youtube.com/embed/SYVJpBLfZLI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/Arnav2610/HackGT"
] | Did Not Place | false | [
{
"repo": "Arnav2610/HackGT",
"content": "# SideBet - Live Soccer Watch Party App\n\nA React Native Expo app that allows users to join watch-party chat rooms for live soccer matches, make custom over/under bets with friends, and track live scores and match events.\n\n## Features\n\n- **Live Match Display**:... |
21a62bce1d2f | hackgt-12 | https://devpost.com/software/betbattles | BetBattles | Following PrizePicks' mission of enjoyment, BetBattles aims to make fantasy sports more social, fun, and low-pressure. Send custom challenges and climb leaderboards without breaking the bank. | Inspiration
As previous PrizePicks users, we were curious in features that would distinguish ourselves from the current sports-betting industry. In this field, many companies aim to seek profit without providing much further entertainment value to its users in a world full of possibilities. After speaking to PrizePicks... | [
"node.js",
"postgresql",
"prizepicks",
"react-native"
] | https://www.youtube.com/embed/3umR7dQwecY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jard-io/jard-io"
] | Did Not Place | false | [
{
"repo": "jard-io/jard-io",
"content": "\n\n- 🌱 I’m currently learning **MongoDB, C++**\n\n- 💬 Ask me about **C#, Java, Python, C**\n\n- 🎮 Fun fact: **My first game console was the original Playstation!**\n\n\n<p align=\"left\">\n<a href=\"https://linkedin.c... |
0fac894d633e | hackgt-12 | https://devpost.com/software/health-pack-cuhzq6 | Health Pack | Currently, when a first responder arrives on scene, there is no standardized way to read a persons medical information. Health Pack fixes this by displaying an easy to read interface for EMT's | Inspiration
We were inspired to create Health Pack by the lack of a universal, standardized way for first responders to quickly access crucial medical information during emergencies. The current existing solutions like bracelets, cards, and apps, are fragmented, inconsistent, and often limited. We wanted to create a re... | [
"exa",
"firebase",
"mastra",
"node.js",
"openfda",
"react",
"typescript"
] | null | [] | Did Not Place | false | [] |
c90a66d7a0fc | hackgt-12 | https://devpost.com/software/finsight-2zwfc4 | FinSight | FinSight has the intelligence, precision, and real-time insight to make budgeting stress-free. | Inspiration
Budget apps feel reactive: they describe yesterday, not tomorrow.
Users juggle bank portals, spreadsheets, and manual categorization → low adherence.
Capital One / modern fintech patterns show how intelligent, secure, real-time systems should behave.
We asked: What if a personal finance tool behaved like a ... | [
"nessie",
"next.js",
"openai",
"postgresql",
"python",
"pytorch",
"react",
"supabase",
"tailwind",
"tensorflow",
"typescript"
] | https://www.youtube.com/embed/5Ce9urdNnaY?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/neelsani/finance-tracker"
] | Did Not Place | false | [] |
80d2e9bc6d6c | hackgt-12 | https://devpost.com/software/pantrypal-nl3y1m | PantryPal | Helping you save money and stay on a budget while making it easy to create recipes according to your diet restrictions and preferences. | Our Inspiration
PantryPal was created by broke university students, for broke university students. As STEM students, we are constantly challenged by balancing demanding classes, surviving on $20 a week for groceries, and trying to eat anything besides instant ramen. As we explored this problem, we realized this doesn’... | [
"css",
"firebase",
"javascript",
"mcp",
"next.js",
"python",
"react",
"tailwind",
"typescript"
] | https://www.youtube.com/embed/Du9UQRLG8gw?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent | [
"https://github.com/jen051/HackGT12"
] | Did Not Place | false | [
{
"repo": "jen051/HackGT12",
"content": "# HackGT12",
"truncated": false
}
] |
b8b296913f98 | hackgt-12 | https://devpost.com/software/endangered-species-identifier-riudt8 | Endangered Species Identifier | Detects animals from inputted photographs & provides details like IUCN classification and more | Inspiration
Inspiration came from passion about animals + concern about conservation status
What it does
Identified animals from images and displays their details
How we built it
html for frontend | [
"css",
"html"
] | null | [] | Did Not Place | false | [] |
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