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HackWinnerDBv0.1
Tech Stack Indexframework

Pydantic

115 winning projects102 hackathons20242026
LI
Best Social Impact

Ligands

An AI-powered pipeline that lets you ask a simple question, "Does this drug bind this protein?" and automatically handles all the computational bottlenecks behi

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIGraphQLJavaScript+11
Source pending review
MLH: Best Use of Auth0

Meridian

Who hates elevator music? We do! But imagine you're in pain on hold with a clinic, in need of a Doctor. Meridian answers your call, encrypts/reads your submitte

Innovation Hacks 2.0 - 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
CSL: Best Use of Real-World Evidence

Meridian

Who hates elevator music? We do! But imagine you're in pain on hold with a clinic, in need of a Doctor. Meridian answers your call, encrypts/reads your submitte

WiCHacks '26 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
Best Use of AMD Tech

OneShot

One-shotting human demonstrations to LeRobot SO101 tasks.

StarkHacks · 2026

Artificial IntelligenceEducation
DockerFastAPIGoogle CloudJavaScript+12
Source pending review
[MLH] Best Use of Gemini API

Open Stitch

Open Stitch is an AI video editing pipeline that turns raw clips into fully edited videos from natural language prompts using ASR, vision-language models, agent

CUhackit 2026 · 2026

Artificial IntelligenceMedia
FastAPIPostgreSQLPydanticRedis+4
Source pending review
[MLH] Best Use of Vultr

OrbitGuard

The satellite collision simulation app for the future

HackLondon 2026 · 2026

EducationIoT
FastAPINext.jsPydanticpytest+5
Source pending review
Best Bean!

Palette

Real math meets real menus, original drinks from exactly what's in the building.

BeanHacks · 2026

Social Impact
FastAPIGroqPydanticPython+5
Source pending review
[MLH] Best Use of Gemini API

PanikBot

Transforming chaotic Discord chats into structured knowledge bases using community-driven RAG to generate beautiful, peer-sourced study guides.

HackLondon 2026 · 2026

EducationIoT
Pydantic
Source pending review
[Hackathons UK] Best Use of AI Agents on Arm

Pulse

Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sen

birmingHack 2.0 · 2026

EducationSocial Impact
OpenAI CodexDockerFastAPIGroq+14
Source pending review
Linkup Challenge - Best use of the Linkup search API

Pulse

Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sen

Claude Hackathon 2026 Columbia X NYU · 2026

EducationSocial Impact
OpenAI CodexDockerFastAPIGroq+14
Source pending review
Most Likely to Become a Startup

SafeWalk

SafeWalk is an AI-powered voice companion that keeps women safe during late-night walks by detecting distress in real time and alerting emergency contacts insta

AthenaHacks 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIJavaScriptMongoDB+6
Source pending review
Best AI Depth & Integration

SafeWalk

SafeWalk is an AI-powered voice companion that keeps women safe during late-night walks by detecting distress in real time and alerting emergency contacts insta

HackHayward 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIJavaScriptMongoDB+6
Source pending review
Best Use of Hermes -- Nous Research

Second Self

What if you could be in two places at once? Meet your AI twin who lives in your notch, works as you on your computer (via macos fast user switching), while you

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
ClaudeElevenLabsFastAPIFirebase+12
Source pending review
[MLH] Best Use of Solana

secure-shuttle

SecureShuttle is on-chain escrow for peer-to-peer deals on Solana, protecting buyers and sellers with transparent holds, live dispute chat, and fast trusted set

Mountain Madness 2026 · 2026

Other
FastAPIPydanticTypeScriptUvicorn
Source pending review
SE
Best Use of AI - Mac Mini with Apple M4 chip

Sentinel

Predict, Prevent, Intervene

Hacktech by Caltech 2026 · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
Best Use of VoiceOS and HypeScribe

Sentinel

Predict, Prevent, Intervene

SCU Hack-a-Stack - Endurance Track · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
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
DockerFastAPINext.jsPlaywright+7
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+10
Source pending review
Best Education

Speakeasy

Speak better, every day.

HooHacks 2026 · 2026

EducationSocial Impact
DockerFastAPIPydanticPython+5
Source pending review
Best AI/ML Hack

SwarmSell

swarm sell

DiamondHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiGroqJavaScript+8
Source pending review
MLH: Best Use of MongoDB Atlas

TechTO

The Claude Code of city planning.

Hack the 6ix 2026 · 2026

Artificial IntelligenceEducation
FastAPIMongoDBNext.jsPlaywright+8
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
FastAPINode.jsOpenCVPydantic+6
Source pending review
Track: Light The Way

Accent

Accent is a macOS accessibility tool for elderly and non-English users that gives LLMs sight with a CV UI classifier. Users ask what to do and get the right UI

LA Hacks 2026 · 2026

AccessibilitySocial Impact
OpenAI CodexElevenLabsGeminiGoogle Cloud+7
Source pending review
Track: The Rogue’s Ritual (Wildcard)

Agent UX

Usability testing for anyone, on any website, in minutes.

DiamondHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIFigmaGeminiPlaywright+3
Source pending review