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HackWinnerDB

Python

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

Frequently paired with

People's Choice

SemaCraft

An immersive minecraft experience using computer vision with semaphore for movement and a real life pickaxe for mining block and viewing.

TechVision UXHack · 2026

Creative Tools
Python
Source pending review
People's Choice

tweeti

Can a machine read between the lines of a tweet and pick the right emoji? We trained 5 models to find out and the mistakes were more interesting than the accura

Data Heist 2026 · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
People's Choice Award

UniAid

Real student insights for better University choices

UNIHACK 2026, funded by the European Union · 2026

Education
FigmaPythonReact
Source pending review
Honorable Mentions

Aegis Hindi Consent Companion

**India's AI-generated perioperative informed consent in Hindi — patient-specific, clinically grounded, and built for the real communication gap in Indian surgi

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
DockerPython
Source pending review
Honorable Mentions

Agentic Multidisciplinary Tumor Board (AMDT)

Orchestration that uses A2A agents to synthesize unstructured FHIR pathology & radiology data into instant Tumor Board briefs. We eliminate hours of manual prep

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
Python
Source pending review
Honorable mention

AgentSentinel-MCP

Autonomous multi-agent red-teaming for clinical AI — turns every MCP-native adversarial test run into EU AI Act (Art. 9/12/15) compliance evidence.

Github readme generation · 2026

Artificial IntelligenceEducation
DockerFastAPIPostgreSQLPython+3
Source pending review
Honorable mentions

CarbonIQ

Live greener, earn more, prove it on-chain.

GenAI Dev Hackathon · 2026

Artificial IntelligenceHealthcare
MongoDBOpenAIPythonReact+3
Source pending review
Track: Best AI Inspection (Honorable Mentions)

CATalyst Inspect

CATalyst Inspect turns a quick walk‑around video into a structured inspection report in minutes, specializing in corrosion identification.

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIOpenAIOpenCV+3
Source pending review
Honorable Mentions!

Citation Trap

Right answer, invented sources. Citation Trap is a benchmark that scores LLM citation faithfulness vs. answer correctness across 500 questions, catching models

SWECCathon 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGeminiJavaScript+2
Source pending review
CSC Impact Honorable Mention

ClearRoute

ClearRoute AI is an intelligent emergency response system that uses AI-driven triage, smart hospital routing, and real-time load balancing to save critical time

CSC Summer Impactathon · 2026

Artificial Intelligence
FlaskGeminiJavaScriptPython+2
Source pending review
CSC Impact Honorable Mention

ClearRoute

ClearRoute AI is an intelligent emergency response system that uses AI-driven triage, smart hospital routing, and real-time load balancing to save critical time

Measure up · 2026

Artificial Intelligence
FlaskGeminiJavaScriptPython+2
Source pending review
CL
Honorable Mentions!

Clue-Less

Benchmarking LLM's abilities and approaches towards solving a non-deterministic cryptic puzzle called MinuteCryptic.

SWECCathon 2026 · 2026

Artificial IntelligenceEducation
Python
Source pending review
Honorable Mentions

Discharge Coordinator

Automates discharge coordination — reads clinical notes, validates CMS rules, and generates Standard Written Orders in seconds instead of hours.

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
Python
Source pending review
Track: Best AI Inspection (Honorable Mentions)

ExcaVision

Multimodal AI Inspection App for Excavator Technicians

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
GeminiPythonReactTypeScript
Source pending review
Honorable Mention of UiPath Maestro BPMN

FDE Agent: Pre-Flight Check for Enterprise AI Workflows

A BPMN-orchestrated diagnosis on UiPath Maestro that scores every workflow node for AI-delegation risk — and routes the dangerous ones to a human — before you s

UiPath AgentHack · 2026

Artificial IntelligenceEducation
Python
Source pending review
GA
Honorable Mentions

GameIQ

An NBA analytics dashboard turning real box-score data into player comparisons, MVP rankings, hidden-gem finds, and rule-based scouting reports for coaches, sco

AQX Sports Analytics Data Bowl 2.0 · 2026

Gaming
PythonStreamlit
Source pending review
GU
Honorable Mentions

GuardianAI

Predicting NBA player injury risk and optimizing game-day rest using explainable AI.

AQX Sports Analytics Data Bowl 1.0 · 2026

Artificial IntelligenceGaming
PythonStreamlit
Source pending review
ME
Honorable mention

medconnect-sdg3

Notice how you feel. Find what helps. Connect with people who understand.

Github readme generation · 2026

Education
FlaskPythonSQLite
Source pending review
Honorable Mention: Most Impact

Meridian

Who hates elevator music? We do! But imagine you're in pain on hold with a clinic, in need of a Doctor. Meridian answers your call, encrypts/reads your submitte

SoCal Claude Builder Club Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIOpenAIPython+3
Source pending review
Honorable Mentions

Mindflow

It’s a thinking system that maps your notes into a visual network so you can discover patterns in your own ideas.

MadData26 · 2026

Social Impact
PythonReactTypeScript
Source pending review
Honorable mention

MindTrack

A wellness tracker that logs mood, sleep & exercise, then uses Pandas to surface trends, helping users build daily mental health awareness. Built for SDG 3.

Github readme generation · 2026

HealthcareEducation
FlaskPythonSQLite
Source pending review
Honorable Mentions

NEST: Newborn & Maternal Safe Transition

Fragmented charts cost lives. NEST saves mothers and newborns by orchestrating 5 AI agents that synthesize complex FHIR data into a unified, evidence-backed dis

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
GeminiPython
Source pending review
Honorable Mentions

PediRounds — AI Co-Resident for Pediatric Morning Rounds

The safety net between overnight and attending rounds. 4 AI agents catch deterioration, flag unsafe doses, generate I-PASS handoffs, and produce bilingual paren

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
FastAPIGeminiPythonSQLite
Source pending review