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HackWinnerDB

FastAPI

652 winning projects · 294 hackathons · 20242026 · framework

Frequently paired with

Track: Best AI Inspection (Honorable Mentions)

CATalyst Inspect

CATalyst Inspect turns a quick walk‑around video into a structured inspection report in minutes, specializing in corrosion identification.

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIOpenAIOpenCV+3
Source pending review
Honorable Mentions!

Citation Trap

Right answer, invented sources. Citation Trap is a benchmark that scores LLM citation faithfulness vs. answer correctness across 500 questions, catching models

SWECCathon 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGeminiJavaScript+2
Source pending review
Honorable Mention: Most Creative Use of Claude

Guardian

Guardian watches every page your grandparent visits, speaks up about scams, and walks them through tasks one step at a time - no typing required.

SoCal Claude Builder Club Hackathon · 2026

Social Impact
ClaudeFastAPINext.jsReact+1
Source pending review
Honorable mention

MediPulse

MediPuls helps users manage medicines, receive timely reminders, and improve medication adherence through a modern health management platform supporting SDG 3.

Github readme generation · 2026

HealthcareEducation
FastAPITypeScript
Source pending review
Honorable Mention: Most Impact

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

SoCal Claude Builder Club Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIOpenAIPython+3
Source pending review
Honorable Mentions

PediRounds — AI Co-Resident for Pediatric Morning Rounds

The safety net between overnight and attending rounds. 4 AI agents catch deterioration, flag unsafe doses, generate I-PASS handoffs, and produce bilingual paren

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
FastAPIGeminiPythonSQLite
Source pending review
Honorable Mentions

Prism

See the full spectrum of the truth.

SacHacks VII · 2026

Education
ClaudeFastAPIJavaScriptPython+1
Source pending review
Honorable Mentions

SiriScore

Pre-broadcast Bitcoin transaction privacy scorer. Know what a chain analyst sees before you sign.

Bitcoin++ Open Source Edition · 2026

FinTechCybersecurity
FastAPIJavaScriptPythonSQLite
Source pending review
TR
Honorable Mentions

TransitLink Delivery

Local restaurants pay a huge platform fee to Doordash which makes it hard to survive for smaller businesses. We propose using the extremely well connected netwo

SacHacks VII · 2026

Artificial IntelligenceEducation
FastAPIPythonReactSQL+1
Source pending review
Honorable Mentions

TrustedRisk Care Engine

A2A federation that decomposes one clinical prompt into a multi-specialist consultation: 16 sub-agents, 257 workflows, narrated dispatch, calibrated abstention

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
AnthropicDockerFastAPIPython+1
Source pending review
Honorable mention

VitalLink

Blood donation, matched directly — no middleman, no delay.

Github readme generation · 2026

Education
FastAPIJavaScriptPythonReact+2
Source pending review
Top 100 Finalist Award

AquaPercent AI

Predicting water failures before communities suffer.

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
ESP32FastAPIMongoDBNext.js+3
Source pending review
Top 100 Finalist Award

Clarum

Clarum turns complex repositories into clear visual blueprints, architecture reports, and guided onboarding paths for developers.

Creator Colosseum Startup Competition: Student Founders. Real Startups. · 2026

Artificial IntelligenceEducation
FastAPIGeminiPythonReact+2
Source pending review
Top 100 Finalist Award

Constitution Compiler

Transform Legal Language into Executable Law An AI framework for Computational Constitutional Engineering (CCE)

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiPython
Source pending review
Finalist

FirstResponder-Relay

When 911 lines flood during a wildfire, FirstResponder Relay triages overflow calls in 13+ languages, locates callers inside active fire zones, and translates d

UC Berkeley AI Hackathon 2026 · 2026

Artificial IntelligenceEducation
FastAPIMapboxPythonReact+3
Source pending review
Finalist Award

Foldex

Providing patient clarity for genomic testing

SP26 Cornell Claude Builders Club Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIPythonReact+1
Source pending review
Top 9 Finalists

GhostTrace

GhostTrace is a multi-agent cybersecurity IR system where Attacker and Skeptic agents debate evidence. An Arbiter validates claims and generates confidence-scor

NextGenHacks · 2026

CybersecuritySocial Impact
FastAPIJavaScriptPythonReact
Source pending review
Top 9 Finalists

GridPulse

From power cuts to smart flows — GridPulse predicts, optimizes, and stabilizes the grid.

NextGenHacks · 2026

Social Impact
FastAPIPythonStreamlit
Source pending review
Top 100 Finalist Award

LaunchGate AI

LaunchGate AI is an AI-powered release governance platform that uses collaborative specialist agents to review software releases, identify risks, and generate a

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
FastAPILangChainOpenAIPython+3
Source pending review
[GenAI Genesis] TOP 10 Team - Finalists (In-Person Only)

medunity

Longitudinal healthcare platform to empower and inform Canadians personally and systemically.

GenAI Genesis 2026 · 2026

Artificial IntelligenceHealthcare
FastAPIGoogle CloudMapboxPython+3
Source pending review
Top 100 Finalist Award

Nexus Protocol

A zero-latency M2M communication protocol for AI Agent Swarms. It uses semantic vector caching to bypass standard LLM inference, delivering deterministic JSON p

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGroqPythonReact
Source pending review
Finalist Award

remapd

Improving equity by bringing transparency to congressional district boundaries. Built for stakeholders who are traditionally underrepresented in the creation of

SP26 Cornell Claude Builders Club Hackathon · 2026

Artificial IntelligenceEducation
ClaudeFastAPINext.jsPython+2
Source pending review
SE
Finalist

Sentinel

Predict, Prevent, Intervene

UC Berkeley AI Hackathon 2026 · 2026

EducationProductivity
FastAPIGeminiReact
Source pending review
Top 100 Finalist Award

Skaut

An AI-powered tournament intelligence platform that automatically adapts travel plans as teams advance, matches move, and tournament conditions change.

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIGeminiJavaScript+3
Source pending review