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HackWinnerDB

Python

1,623 winning projects · 494 hackathons · 20242026 · language

Frequently paired with

AWS x State Street - 1st Place

Team 5

Implementing quantum feature augmentation based on MRU and pairwise/rotational entanglement operators to isolate nonlinear feature relationships in noisy data.

YQuantum 2026 · 2026

Other
Python
Source pending review
Track: Best Hardware Hack (John Deere Mechathon) (1st Place)

TerraGlide

TerraGlide is an autonomous leveler using dual-action parallel linkages for soil redistribution. It features AI human detection that auto-lifts the blade and tr

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ArduinoESP32PythonPyTorch+2
Source pending review
DH 5 Overall 1st Place Winner - Beats Headphones

TheWasteMan

Ever thought of a smart police for waste? Meet the R Pi that not only examines your food, but also assists in providing valuable data for your waste using AI.

DeerHacks V (2026) · 2026

Artificial IntelligenceEducation
FastAPIGeminiPythonRaspberry Pi+2
Source pending review
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
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
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

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
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
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
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
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 | Monetizable B2C App

Waylo

Waylo is an AI that lives on your Mac and guides you through anything - a pulsing red dot shows exactly where to click next, spoken aloud, step by step.

H0: Hack the Zero Stack with Vercel v0 and AWS Databases · 2026

Artificial Intelligence
FastAPIPythonSwiftVercel
Source pending review
1st Place

WireBlock

Blockchain Exploit Forensics

UCSB.network Hackathon · 2026

CybersecurityBlockchain
OpenAIPythonSolidity
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 Honors

World Cup Monte Carlo: 2026 Bracket Simulator

An interactive Streamlit web application that simulates 10,000 algorithmic paths for the 2026 World Cup bracket using a dynamic, math driven Elo rating probabil

AQX Sports Analytics Data Bowl 2.0 · 2026

Gaming
PythonStreamlit
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 Best Overall

AEGIS-V

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

MasseyHacks XII · 2026

Education
ArduinoC++FlaskJavaScript+4
Source pending review
second prize

AeronicX

AeronicX is an Quantum-AI Climate Intelligence platform that visualizes pollution, predicts air quality, and empowers cities and communities to take real-time a

WeatherWise Hack · 2026

Artificial IntelligenceClimate
JavaScriptMapboxPythonPyTorch+4
Source pending review