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HackWinnerDB

FastAPI

652 winning projects · 294 hackathons · 20242026 · framework

Frequently paired with

Best Technical Execution

SignalGap

SignalGap finds the waiting-room patient who looks stable only because no one has looked again, separating current clinical risk from the value of fresh reasses

Vitalitics 2026 · 2026

HealthcareSocial Impact
DockerFastAPIPythonReact+2
Source pending review
SI
Best App for Social Good - Winner

SignBridge

SignBridge: agentic AI that makes every meeting accessible to deaf users, live Whisper captions, pyannote speaker ID, sign-language avatar, 10 languages, in rea

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiGoogle AI Studio+3
Source pending review
Most Promising Startup

SIQUR

The first fully-integrated intelligent security suite

Catapult 2026 · 2026

Artificial IntelligenceEducation
FastAPIOpenCVPyTorchReact+1
Source pending review
[MLH] Best Use of Gemma 4

SkysGammer

Get the travelers real intents by exploring a virtual diverse map, grabbing objects that match the travel vibe, and unlock real Skyscanner flights to destinatio

HackUPC 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiPythonReact+1
Source pending review
Best use of Augment Code

Slope

Ship your first PR faster

Multimodal Frontier Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiNext.jsPython+1
Source pending review
Best Project Built with Featherless

Smart Invoice Reader

it is AI-Powered Invoice Management system for African Businesses

Build with AI Makerere Hackathon · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPostgreSQLPython+1
Source pending review
[MLH] Best Hack Built with Google Antigravity

SocialBytes

Social Bytes is your AI-powered nutritional ecosystem that can transform a simple photo into a personalized health journey!

HackMerced XI · 2026

Artificial IntelligenceHealthcare
ElevenLabsFastAPIJavaScriptMongoDB+2
Source pending review
Best UI/UX

Solvit!

Solvit! is an AI whiteboard that understands STEM handwriting. It uses a custom logic engine to provide real-time validation and step-by-step guidance, turning

HackHayward 2026 · 2026

Artificial IntelligenceEducation
FastAPIGroqTypeScript
Source pending review
Best Use of MongoDB Atlas

Soteria

Web app that turns picking up litter into a game. Win points by picking up a piece of trash, compete with others in a leaderboard, and maintain a high streak. M

JAMHacks 10 · 2026

Gaming
ClaudeFastAPIMongoDBNext.js+3
Source pending review
Best Education

Speakeasy

Speak better, every day.

HooHacks 2026 · 2026

EducationSocial Impact
DockerFastAPIPythonReact+3
Source pending review
[MLH] Best Use of Gemma 4

Spotted

Smarter Surveillance

Hackabull VII · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIJavaScriptMongoDB+2
Source pending review
MLH || Best Use of Auth0 || Wireless Headphones

Sprynt

Sprynt is an AI teammate that joins your incident calls, captures action items into Jira, and analyzes your codebase in real time to surface the root cause whil

HooHacks 2026 · 2026

Artificial IntelligenceEducation
AnthropicDockerElevenLabsFastAPI+3
Source pending review
Best Use of Netcore - Netcore

Still Here

Miss a daily tap, and your people get notified. Still Here is the safety net for the 36 million Americans living alone. One tap. Four escalation steps. No subsc

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIPythonRedis+1
Source pending review
Best Use of Reka AI

Sunsetters - Pilly

Reducing Errors. Improving Care.

SummerBuild 2026 · 2026

Other
FastAPIOpenAIPostgreSQLPython+3
Source pending review
Best use of Google Gemini API

SurakshaNet

SurakshaNet predicts and monitors floods in real-time using AI, IoT sensors, and satellite data. It coordinates emergency response and enables instant community

Hack Days Guwahati · 2026

Artificial IntelligenceIoT
FastAPIJavaScriptLangChainNext.js+3
Source pending review
Best in Healthcare

SurgeonAI

SurgeonAI: Real-time vision for surgical precision.

Vandyhacks XII · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIFlaskJavaScript+3
Source pending review
Best AI/ML Hack

SwarmSell

swarm sell

DiamondHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiGroqJavaScript+5
Source pending review
Best App Deployed on Google Cloud

Tactical Momentum Tracker

Tactical Momentum Tracker is a real-time sports analytics platform designed to detect, quantify, provides tactical insights, calculates dynamic victory probabil

Build with Gemini · 2026

Artificial IntelligenceEducation
FastAPIFirebaseGeminiGoogle Cloud+1
Source pending review
MLH: Best Use of MongoDB Atlas

TechTO

The Claude Code of city planning.

Hack the 6ix 2026 · 2026

Artificial IntelligenceEducation
FastAPIMongoDBPythonReact+2
Source pending review
Most Creative Hack - Winner

Terpo

Your desktop terp pet that babysits your focus

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
FastAPIOpenCVPythonReact+1
Source pending review
Best DIY Software

The Fifth Postulate

An AI creative manager that shows YouTube creators their blind spots, stress-tests career moves before they go public, and protects ideas with expiring cryptogr

SJHacks 2026 · 2026

Artificial IntelligenceBlockchain
AnthropicClaudeFastAPIJavaScript+4
Source pending review
Best Use of Solana

TheAtomicals

Sistema Inteligente de Monitoreo y Gestión de Riesgos en Reactor Nuclear PWR mediante Machine Learning avanzado, Blockchain (Solana) y Modelos Estocásticos para

Hackathon Troyano 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiJavaScriptMongoDB+2
Source pending review
Best Use of Gemma 4 || Gift card

Throughline

Atlanta serves a child care registry last refreshed in 2021 as current. Throughline measured the drift: 51.9%.

Hack RenderATL · 2026

Artificial IntelligenceEducation
FastAPILlamaPythonReact+1
Source pending review
Most Creative Idea

Tracksync

The github for music.

UNIHACK 2026, funded by the European Union · 2026

Media
FastAPIJavaScriptPostgreSQLPython+3
Source pending review