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HackWinnerDB

Flask

167 winning projects · 126 hackathons · 20242026 · framework

Frequently paired with

Best Beginner Hack

Medical Bill Analyzer - Bill Express

Provides a summary of crucial details on medical documents, including multi-lingual features to support accessibility.

Hack Brooklyn · 2026

Artificial IntelligenceHealthcare
ElevenLabsFlaskLangChainPython+1
Source pending review
ME
Best UI / User Experience

MedScribe

MedScribe turns doctor visits into plain-language summaries, finds nearby pharmacies for your prescriptions, and recommends home remedies, so patients stay info

CareTech Hackathon Winter 2026 · 2026

Artificial IntelligenceHealthcare
FlaskJavaScript
Source pending review
MO
Most Innovative Use of Reka's Vision API

MogUX

MogUX turns user testing videos into an evidence-backed UX playbook by detecting frustration in voice, analyzing on-screen context, and autonomously benchmarkin

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FlaskPython
Source pending review
[MLH] Best Domain Name from GoDaddy Registry

Museum of Risk

Our app turns quick quiz into a personalized risk score for auto, home, or life insurance, then shows exactly how to improve it with actionable plans, progress

WEHack 2026 · 2026

Other
FlaskJavaScriptPythonReact+2
Source pending review
Best Use of Hermes -- Nous Research

neuro-trading.

fMRI-enhanced swarm simulations for prediction markets

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIFlaskPython+2
Source pending review
WiC: Best Accessible UI/UX

Pomochi

Pomochi turns focus into growth. A Tamagotchi-style study companion that uses Pomodoro sessions & attention tracking to keep you accountable & motivated.

WiCHacks '26 · 2026

EducationSocial Impact
FlaskJavaScriptOpenCVPython+1
Source pending review
Best AI/ML Project

Proful Eficient

Let math teachers cut prep time from hours to minutes by converting natural language or heavy PDFs into customized, editable math tests.

Build the Future with AI — From Code to No-Code · 2026

Artificial IntelligenceEducation
FlaskGeminiJavaScript
Source pending review
Best Presentation

Provenance — Social Shopping for Phia

Phia finds you the price. Provenance tells you if it's worth it.

The Phia Hack · 2026

Artificial IntelligenceEducation
ClaudeFlaskPython
Source pending review
QU
[MLH] Best Use of MongoDB Atlas

Quartet

Quartet is a web application utilising Gemini AI to ask strangers questions picking out key traits for an algorithm that sorts users into groups of four, sugges

DUWiT Hacks 2026 · 2026

Artificial IntelligenceSocial Impact
FlaskGeminiMongoDBPython
Source pending review
vidIQ - Best AI One-Shot of PRD

ReDock — Devpost Submission

ReDock is an AI platform that unifies drug discovery. It connects target research, molecular data retrieval, and DiffDock simulations into a single automated to

ProduHacks 2026 · 2026

Artificial Intelligence
FlaskJavaScriptPython
Source pending review
Most Technically Impressive

Rhetorix

AI-driven public speaking coach. Our React/Flask app auto-scores pace, eye contact, and filler words during distraction-filled pressure drills, delivering insta

Bath Hack 2026 · 2026

Artificial IntelligenceEducation
DockerFlaskOpenAIOpenCV+6
Source pending review
[MLH] Best Use of MongoDB Atlas || M5GO IoT Starter Kit

Rise Behind the Walls

Rise before the breach.

HackKU26 · 2026

Other
FlaskPython
Source pending review
SA
Top 10 Best Performers

1st Nature's Blueprint Ideathon 2026 !! · 2026

EducationSocial Impact
FlaskJavaScriptPython
Source pending review
Best Project in HealthCare

SafeScript

SafeScript AI, an AI-powered clinical safety layer designed to support physicians by verifying diagnoses and identifying potential blind spots.

ACM Trojan Hacks 2026 · 2026

Artificial IntelligenceHealthcare
FlaskGeminiGroqReact+1
Source pending review
Best in Healthcare

SurgeonAI

SurgeonAI: Real-time vision for surgical precision.

Vandyhacks XII · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIFlaskJavaScript+3
Source pending review
Hack the 6ix: Best Hardware Hack

TinyVitals

A smart nursery system that uses computer vision and embedded sensors to watch over babies while they sleep; detecting breathing, movement, and sleep positions

Hack the 6ix 2026 · 2026

Artificial IntelligenceEducation
FlaskGeminiJavaScriptPython
Source pending review
Best use of Google Gemini API

TrafficGuard

AI-Powered Traffic Violation Detection & Monitoring

Hack Days Nagaland · 2026

Artificial Intelligence
FlaskJavaScriptOpenCVPython+1
Source pending review
Best Design

Uvie

Uvie is your daily sun protection assistant.

Vandyhacks XII · 2026

Artificial IntelligenceEducation
FlaskGeminiJavaScriptPython+1
Source pending review
Most Impactful Projects

Waste Wise

Waste Wise turns waste confusion into confidence. Snap a photo of your waste and instantly discover the correct bin for each item, with preparation tips, safety

JecHacks 2026 · 2026

Other
FlaskGeminiJavaScriptPython+1
Source pending review
Best App Deployed on Google Cloud

WattWise AI

WattWise AI transforms raw energy data into intelligent cost-saving insights for smarter, sustainable operations.

Code with Gemini API · 2026

Artificial IntelligenceEducation
FlaskSQLite
Source pending review
[MLH] Best .Tech Domain Name

WildSnacks

Pushing the frontier of the SMB vending machine industry.

WildHacks · 2026

Other
FlaskJavaScriptPythonReact+2
Source pending review
ZA
Best UI/UX

Zariya

With Zariya, you don’t just practice speaking, you see how well you’re articulating, get instant feedback, and improve every time. It’s like having a personal A

AthenaHacks 2026 · 2026

Artificial IntelligenceEducation
FlaskPythonReactTailwind CSS
Source pending review
AI/ML Track

AgentWall

AgentWall is a security firewall for AI coding agents, intercepting dangerous commands, guarding files, blocking network exfiltration, killing rogue processes,

Grizzhacks 8 · 2026

Artificial IntelligenceEducation
FlaskPython
Source pending review
Health Equity Track

bloodBridge

bloodBridge is a data-driven blood supply intelligence platform that predicts shortages, routes donors to high-impact locations, and helps hospitals coordinate

GreyHacks Spring 2026 · 2026

Artificial IntelligenceHealthcare
FlaskJavaScriptPython
Source pending review