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HackWinnerDB

Education Hackathon Winners

2,374 winning projects · 487 hackathons

First Runner-Up

ToxGuard — Multilingual Toxic Comment Classifier XLM-RoBERTa

XLM-RoBERTa fine-tuned for multilingual toxicity detection across multiple languages. Achieves Mean ROC-AUC of 0.9918 with LIME-based explainability and an inte

NeuroLogic '26: Global NLP Datathon · 2026

Artificial IntelligenceEducation
PythonPyTorch
Source pending review
Agentic AI Track 1st Place

TRACTION

Founders waste days finding beta testers. Traction finds people already discussing your problem, verifies them across LinkedIn and GitHub, then emails, calls, a

JacHacks SF · 2026

Artificial IntelligenceEducation
SQLiteTwilio
Source pending review
Showcase Track: Quality of the idea, First Place

Transcend

A semantic reasoning layer (W3C stack) on top of GitLab Orbit — transcending beyond multi-hop blast-radius and other Orbit's native APIs by federating with othe

GitLab Transcend Hackathon · 2026

Artificial IntelligenceEducation
Python
Source pending review
1st Place Overall Sponsored by T-Mobile

Travelers

Less Planning, More Traveling

STEMist Hacks IV · 2026

Education
CloudflareSwift
Source pending review
University - 1st Place

Tunjuk

Tunjuk is an open-source web AI screen tutor. Sign in with Chutes, share any window, ask anything. Every inference call hits your own wallet, Tunjuk holds zero

Chutes Hack Malaysia 2026 · 2026

Artificial IntelligenceEducation
ReactRedisTailwind CSSTypeScript+1
Source pending review
UH
Gift Card 1st Place Open

UHSP Datathon

This is our analysis of the dataset.

Data Snax Datathon in St. Louis · 2026

Artificial IntelligenceEducation
Python
Source pending review
UN
Fivetran - 1st Place

Unravel

Your pocket speech therapist.

Google Cloud Rapid Agent Hackathon · 2026

Artificial IntelligenceEducation
FastAPIPythonPyTorchReact+1
Source pending review
First Place

VerifAi

VerifAI: Trust-First Attendance Intelligence — AI face + blink verification, real-time alerts, and analytics-driven academic safety in one platform.

AI Buildathon · 2026

Artificial IntelligenceEducation
PythonTailwind CSS
Source pending review
[birmingHack] 1st Place - Best Hack

Veritas

trust your research data.

birmingHack 2.0 · 2026

Artificial IntelligenceEducation
ClaudeNext.jsOpenAIPinecone+4
Source pending review
Best First Hack

Vernā

AI-powered multilingual learning platform that generates lessons, challenges, and feedback natively in any language using IBM watsonx removing language as a bar

IBM x UNSA Hackathon · 2026

Artificial IntelligenceEducation
FlaskPostgreSQLPythonReact+3
Source pending review
First Place

VoiceScribe

Real-time speech disfluency coach for people who struggle with speaking — browser based, free + AI feedback.

STEMINATE HACKS 2026 · 2026

Artificial IntelligenceEducation
ReactTypeScript
Source pending review
1st Place

WhatsLeft

We built WhatsLeft—a textless food management app for your fridge.While existing apps fail due to constant manual input, WhatsLeft completely eliminates this fr

Changbal Innovation Hack 2026 · 2026

Artificial IntelligenceEducation
JavaScriptPostgreSQLReactSupabase+1
Source pending review
1st Place Award - Healthcare

Whims

A daily shared activity that gets students off their phones and into the real world, improving mental health through action instead of idle self-reflection.

Pi Hacks 2026 · 2026

HealthcareEducation
FigmaReact
Source pending review
1st Place Overall

Wingman

Your ultimate wingman. Dating apps make you describe yourself. You're bad at that. Your ChatGPT history isn't. Wingman lets your agent do the small talk, then h

CSBA x HBA Hack Day · 2026

Artificial IntelligenceEducation
OpenAISQLiteSwiftTypeScript
Source pending review
WI
First Winner

WITNESS

Witness is a noir crime game where your real room becomes the crime scene. You're the detective. The AI is the witness. Your job is to question it, pressure it,

Hack Days in Bhopal · 2026

Artificial IntelligenceEducation
FirebaseGeminiGoogle CloudPython+2
Source pending review
1st Place

Wonder

Wonder: "The Cursor for Music." Our AI-integrated DAW removes technical friction so creativity is your only limit. Stop Technicalizing. Start Creating. Make Mus

Vandyhacks XII · 2026

Artificial IntelligenceEducation
ElevenLabsPython
Source pending review
First place

Xern AI

Xern AI turns messy feedback into build-ready product specs, generating evidence-backed proposals with user quotes, UI/data model ideas, and engineering tasks f

LUMA Pitch Competition · 2026

Artificial IntelligenceEducation
StripeSupabaseTypeScriptVercel
Source pending review
3
2nd Place Advanced

3 Minutes to Rage

Enter a rage room with three minutes to destroy anything you want. In a schizophrenic haze, decibels give you more power, opening your third eye. Insane combos

2026 WiCS Hackathon · 2026

Education
Unity
Source pending review
3rd Prize Second Runner-Up

A-DAP-T

A-DAP-T helps builders scan, prove, fix, compare, and gate AI-agent deployment risks before shipping.

Global Tech Innovation 2026 · 2026

Artificial IntelligenceEducation
FastAPIPythonReactTypeScript+1
Source pending review
3rd Prize Second Runner-Up

A-DAP-T

A-DAP-T helps builders scan, prove, fix, compare, and gate AI-agent deployment risks before shipping.

Impact Creation · 2026

Artificial IntelligenceEducation
FastAPIPythonReactTypeScript+1
Source pending review
Second Place Prize

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Hack the Drone - MATLAB Hackathon · 2026

EducationRobotics
Source pending review
2nd Prize

Advanced Sourcing Agent

AI sourcing agent that turns drawings, specs, and BOMs into supplier discovery, quote comparison, and risk-ranked procurement recommendations.

TheFirst Spark 2026: Youth Symposium · 2026

Artificial IntelligenceEducation
SupabaseVercel
Source pending review
Second Best Overall

AEGIS-V

"An Aegis for the tides, scoop by scoop."

MasseyHacks XII · 2026

Education
ArduinoC++FlaskJavaScript+4
Source pending review
Best Overall - 2nd Place

Agent Gauntlet

Adversarial evaluation harness for live browser agents.

HooHacks 2026 · 2026

EducationSocial Impact
ReactTailwind CSSTypeScript
Source pending review