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HackWinnerDB

Winning projects

Every award in the database, with the source that confirms it. Filters are reflected in the URL, so any view can be shared.

People's Choice

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

UiPath AgentHack · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIOpenAIPython+3
Source pending review
People's Choice

omega - Overgrown

Stop scrolling & touch some grass

SummerBuild 2026 · 2026

Other
Supabase
Source pending review
Best Explainability Award: Submission that makes complex ML most understandable to a layman-audience.

Predicting KOI Disposition Without NASA's Vetting Flags

You can't put the answer inside the prediction. NASA's vetting flags are the answer, so my leakage-conservative model drops them. Three classes, 0.836 macro F1

India High School Exoplanet Data Challenge · 2026

Artificial IntelligenceEducation
JavaScriptPythonReactVercel
Source pending review
People's Choice Award

Presense

Are you truly in the moment?

FigBuild 2026 · 2026

Creative Tools
ClaudeFigma
Source pending review
Audience Favourite

RedLockX

AI-Powered Detection & Prevention of Prompt Injection & Jailbreak Attacks

AI for Civic Innovation Hackathon · 2026

Artificial IntelligenceEducation
GroqJavaScriptPythonSupabase+2
Source pending review
People's Choice

SemaCraft

An immersive minecraft experience using computer vision with semaphore for movement and a real life pickaxe for mining block and viewing.

TechVision UXHack · 2026

Creative Tools
Python
Source pending review
People's Choice

SenseAI

Sense Before it's Serious

HackMars 3.0: NEON · 2026

Other
FlaskFlutter
Source pending review
People's Choice

SyncCircle

SyncCircle is a collaborative study hub that helps students sync timetables with friends, plan smarter with AI, share notes, and stay organized together.

Kiro Buildfest 2026 Singapore · 2026

Artificial IntelligenceEducation
Tailwind CSSTypeScript
Source pending review
People's Choice

tweeti

Can a machine read between the lines of a tweet and pick the right emoji? We trained 5 models to find out and the mistakes were more interesting than the accura

Data Heist 2026 · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
Audience Favourite

UBC Pair

UBC Pair replaces endless swiping with one curated weekly match. Using interests, personality, and availability, it helps UBC students form real connections and

BUCS Hackathon 2026 · 2026

Education
GeminiNext.jsReactTypeScript
Source pending review
People's Choice Award

UniAid

Real student insights for better University choices

UNIHACK 2026, funded by the European Union · 2026

Education
FigmaPythonReact
Source pending review
People's Choice

UniGuide

Your campus companion

WayneHacks 4 · 2026

Other
SupabaseTypeScript
Source pending review
People's Choice

Vigilance 'Q': The Pharma Quality Watchtower

Agentic Quality Case Management - AI investigates. Human decides. Patients stay protected.

UiPath AgentHack · 2026

Artificial IntelligenceEducation
Source pending review
Community Choice Award

AgencyFlow — Agency Management OS

One platform to run your agency. CRM, content calendar, team collaboration, client portal, finance analytics & deliverables — all connected.

Build with MeDo Hackathon · 2026

Artificial IntelligenceEducation
ReactTailwind CSSTypeScript
Source pending review
Community Choice Award

FluentFlow

Speak about real situations, not flashcards. Voice & text AI role-play in 7 languages with live corrections & session scores; same FluentFlow on MeDo (web) and

Build with MeDo Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsGoogle CloudJavaScriptSQL+1
Source pending review
Community Choice Award

MeetOps — AI-Powered Office Room Booking System

AI-powered room booking for modern offices. Book via natural language, detect conflicts instantly, manage approvals, and support 10 languages — built 100% with

Build with MeDo Hackathon · 2026

Artificial IntelligenceEducation
Source pending review
Community Choice Award

RunRealm

Claim your territory. Conquer the streets. RunRealm: The fitness game where every step expands your empire.

Build with MeDo Hackathon · 2026

Artificial IntelligenceEducation
Google CloudReact
Source pending review
Best Ported Data API App Honorable Mentions

[PORT] Judgement Legacy

PORT of Praw bot of r/AmITheAsshole

Reddit Mod Tools and Migrated Apps Hackathon · 2026

Social Impact
React
Source pending review
AC
Snap Spectacles Honorable Mention

Actualization Toolkit

Makes CBT worksheets physical. Work with your hands to build the self that you want.

RealityShift · 2026

HealthcareSocial Impact
Source pending review
Honorable Mentions

Aegis Hindi Consent Companion

**India's AI-generated perioperative informed consent in Hindi — patient-specific, clinically grounded, and built for the real communication gap in Indian surgi

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
DockerPython
Source pending review
Honorable Mentions

Agentic Multidisciplinary Tumor Board (AMDT)

Orchestration that uses A2A agents to synthesize unstructured FHIR pathology & radiology data into instant Tumor Board briefs. We eliminate hours of manual prep

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
Python
Source pending review
Honorable mention

AgentSentinel-MCP

Autonomous multi-agent red-teaming for clinical AI — turns every MCP-native adversarial test run into EU AI Act (Art. 9/12/15) compliance evidence.

Github readme generation · 2026

Artificial IntelligenceEducation
DockerFastAPIPostgreSQLPython+3
Source pending review
Best New Mod Tool Honorable Mentions

AltText Guardian

AltText Guardian detects image submissions lacking post description, generates auto-reply alt-text for the OP using a vision model.

Reddit Mod Tools and Migrated Apps Hackathon · 2026

Social Impact
TypeScript
Source pending review
Best Ported Data API App Honorable Mentions

AmputatorBot

Since 2019, AmputatorBot has fought back against AMP's threat to the open web, replacing privacy-invasive, publisher-harming links with the clean, canonical URL

Reddit Mod Tools and Migrated Apps Hackathon · 2026

CybersecuritySocial Impact
PostgreSQLRustTypeScript
Source pending review