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HackWinnerDB

Python

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

Frequently paired with

3rd Place

Dataset Trust Auditor

Know what's in your data before you train on it. Dataset Trust Auditor scores datasets across 8 trust dimensions — provenance, licensing, bias, quality — in sec

ZerveHack · 2026

Artificial IntelligenceEducation
ClaudeJavaScriptPythonStreamlit+1
Source pending review
Third Place

Dead Lanes

Dead Lanes is a zombie defense game where a custom Arduino controller is the game itself, using one joystick, gesture controls, LEDs, and sound for real-time fe

Hack-A-Damien · 2026

GamingCreative Tools
ArduinoClaudePython
Source pending review
DE
Third Place

DeepDrive

A powerful declutter utility featuring an interactive storage mapper, an SHA-256 cryptographic deduplicator, and a registry-aware Windows AppData ghost folder h

Hack to the Future · 2026

EducationBlockchain
FastAPIPython
Source pending review
Third Place Honors

DeepPitch : Predictive Football Analytics

A PyTorch-powered dashboard analyzing decades of football history to predict match outcomes and evaluate player legacy for strategic decision-making.

AQX Sports Analytics Data Bowl 2.0 · 2026

Gaming
PythonStreamlit
Source pending review
DJ
Technical - Third Place

DJ Lock-In

An accessible, gesture-controlled focus sound environment

NeuroHack Spring 2026 · 2026

Artificial IntelligenceHealthcare
JavaScriptPython
Source pending review
DO
3rd Overall

domain.cv

Real-time Domain Expansions powered by Computer Vision. We blend Python hand-tracking and dynamic web rendering to detect webcam signs and trigger visual anime

UCLA Hack on the Hill (HOTH) XIII · 2026

ClimateSocial Impact
FastAPIJavaScriptOpenCVPython
Source pending review
Third Place Winner

Donezo

Agents for anything. Just send em off.

Design4Future · 2026

EducationProductivity
JavaPython
Source pending review
Third Place

Ember

Ember is an autonomous first-responder robot that neutralizes flames at the moment of detection. Uses local machine learning to identify flames and a servo-actu

2026 MakeNJIT Hardware hackathon · 2026

Artificial IntelligenceEducation
ArduinoPython
Source pending review
ES
3rd Place Overall Project

ACS Hacks · 2026

Artificial IntelligenceEducation
Python
Source pending review
3rd Place

Every Second Matters

We make the same ambulance fleet respond faster to real 911 calls by moving idle units to where the next call is likely to be using a predictive computational m

CSI Hacks · 2026

Other
JavaScriptPythonReact
Source pending review
Third Place

EvidenceCV

Evidence-Based Resume Generation using RAG

{eHacks} 2026 · 2026

Other
FastAPIMongoDBPythonReact+1
Source pending review
3rd Place

EyeAmHere

EyeAmHere is an AI-powered smart attendance system based on facial recognition.

AI Buildathon · 2026

Artificial IntelligenceEducation
OpenCVPythonSQLiteStreamlit
Source pending review
3rd Place Overall

EyeCode

Multilingual voice-to-code assistant for visually impaired developers.

Iris Hacks IV · 2026

Artificial IntelligenceEducation
FastAPIGroqJavaScriptPython
Source pending review
3rd Place - Valsoft Challenge

Falcon

A powerful fraud detector

MPC Hacks · 2026

Other
FlaskPythonReactTypeScript
Source pending review
3rd Place – Cloud for Good

FishFlow

Hydropower blocks 17 endangered salmon runs from spawning. Fish ladders take weeks to hand-design. FishFlow does it in 30 seconds for 20¢ on AWS.

AWSHacks 2026 · 2026

Creative Tools
AnthropicClaudeDockerPython+2
Source pending review
Third Place

FocusBeats AI

Same vibe. Sharper mind.

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

Artificial IntelligenceSocial Impact
FlaskJavaScriptPythonReact
Source pending review
3rd place overall

Freeflow

A real-time pose-tracking fitness app for recording, matching, and exploring exercise movements.

GDG Hacks 3 · 2026

Artificial IntelligenceEducation
OpenCVPythonReactTypeScript
Source pending review
Civil, Environmental, Mining or Petroleum - 3rd

FrostFlow: Creating safer, smarter and scenic winter routes

FrostFlow is a tool that helps commuters plan safer routes,enables maintenance teams to prioritize high-risk areas. FrostFlow also helps reduce salt usage, cost

Hacked 2026 · 2026

ClimateProductivity
FastAPIJavaScriptPython
Source pending review
FU
3rd place

Paris Fintech Hackathon 2026 · 2026

EducationFinTech
Python
Source pending review
Third Place Overall

GaitGuard

Because a fall shouldn’t go unnoticed — real-time monitoring for safer independent living.

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
ArduinoC++ESP32Flask+2
Source pending review
3rd Place

Gesture Controlled System

Gesture Controlled System is an interactive computer vision application that allows users to control their mouse and system actions using hand gestures detected

Built with Python Hackathon · 2026

Artificial IntelligenceEducation
OpenCVPython
Source pending review
Third Place

GMO - Get Me Out

Get Me Out is an offline app that uses local speech recognition to detect safe-words and stage a perfectly-timed, realistic decoy call the moment you need a qui

HackHer 2026 · 2026

Education
Python
Source pending review
3rd Place

GuardWave

WiFi signals already fill every room. GuardWave turns them into an invisible safety net — detecting falls right on the momment, alerting caregivers instantly, n

WayneHacks 4 · 2026

Other
Python
Source pending review
Third place - Impact Award

Guidely - Your indoor navigation partner

Make life easier with AI-powered navigation for the places GPS can't reach.

Ctrl+V Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiJavaPython
Source pending review