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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.

1st Place Winner

threatFlix

threatFlix transforms raw application telemetry into MITRE ATT&CK-mapped investigations using deterministic detection, behavioral anomaly scoring, attack graph

SS Hacker Team Cybersecurity GLOBAL Challenge 2026 · 2026

Artificial IntelligenceEducation
PythonReactSQLiteTypeScript
Source pending review
1st Place - General Challenge

toot

No Tower! No internet! No servers! - Your complete offline messaging solution

MPC Hacks · 2026

Other
KotlinReact Native
Source pending review
TO
First Place

Touch Grass

An app that forces your to go outside and take a photo to share with your friends

Trend Hacker · 2026

ProductivitySocial Impact
ReactSupabase
Source pending review
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
1st Place Overall

Tremorfix

Tremorfix stabilizes hand tremors using sensors, ESP32, and servo control, while tracking data for AI insights restoring independence, confidence, and dignity i

RevolutionUC 2026 · 2026

Artificial Intelligence
ArduinoC++ESP32Python+2
Source pending review
First Place Winner

TruthLens

TruthLens empowers you to detect deepfakes and manipulated media in real time with AI-driven analysis helping businesses and individuals prevent fraud, misinfor

InnovatorsX: Startup Sprint · 2026

Artificial IntelligenceE-commerce
JavaScript
Source pending review
First Place Winner

TruthLens

TruthLens empowers you to detect deepfakes and manipulated media in real time with AI-driven analysis helping businesses and individuals prevent fraud, misinfor

Kyxgo hack by Aditya Rai & Yash · 2026

Artificial IntelligenceE-commerce
JavaScript
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
1st Place Overall

Umbra City—Paris

The coolest route is the shadiest one — sun-smart streets for smarter walkers.

CSC Summer Impactathon · 2026

Other
JavaScriptPython
Source pending review
1st Place Overall

Umbra City—Paris

The coolest route is the shadiest one — sun-smart streets for smarter walkers.

FutureHacks · 2026

Other
JavaScriptPython
Source pending review
1st Place Overall

Umbra City—Paris

The coolest route is the shadiest one — sun-smart streets for smarter walkers.

Lumora Hacks · 2026

Other
JavaScriptPython
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

Urban Marble

Your city, your buildings, your plan, explored on a 3D map

DDC x Ignition Hacks · 2026

FinTech
ReactTailwind CSSTypeScript
Source pending review
1st Place Advanced

UrbanPlus.AI

AI-powered urban intelligence for accessible, sustainable, and future-ready cities

FutureHacks · 2026

Artificial IntelligenceSustainability
FastAPIGeminiJavaScriptPostgreSQL+5
Source pending review
1st Place Team - $200 per team member

UrTurnIntern

One buried email. One missed deadline. One generic resume. That's how offers slip away. UrTurnIntern organises and uses AI to tailor resumes, prep interviews, a

SMU .Hack Enrichment Application Programme 2026 · 2026

Artificial Intelligence
PostgreSQLReactSupabaseTailwind CSS+2
Source pending review
UV
1st Place - Meta Quest 3 (x1 per member, up to six)

UVULITES - NFC Card Game

UVULITES is a two-player NFC card battler built with Arduino, C, Raylib, and SQLite that turns physical card placement into live strategy gameplay.

Knight Hacks - Project Launch 2026 · 2026

Gaming
ArduinoSQLite
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