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HackWinnerDBv0.1
Tech Stack Indextool

Uvicorn

122 winning projects110 hackathons20262026
AI Track (2nd Place)

Audit.Co2

AI agents that turn months of manual ESG auditing into minutes. Drop in your invoices, get back auditable Scope 1, 2 & 3 emissions. No spreadsheets. No consulta

HackHayward 2026 · 2026

Artificial IntelligenceEducation
LangChainModel Context ProtocolPythonUvicorn
Source pending review
2nd Place Prize

CPR Trainer

Educate the public with an accessible CPR trainer that eliminates the need for expensive facilities, using low-cost ESP32 hardware to provide real-time feedback

IDEA Hacks 2026 · 2026

EducationAccessibility
ArduinoC++ESP32FastAPI+5
Source pending review
Best AI Hack 2nd

DocLens

AI-powered forensic detection of forged signatures and tampered documents.

STEMist Hacks IV · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptOpenCVPostgreSQL+5
Source pending review
2nd Place

Headroom

A coding agent inside a 32,768-token ceiling, and the harness that measures what compression is really worth. Half the input tokens for the same fix — plus exac

Build with Paritok: The Token-Efficiency Hackathon · 2026

Artificial IntelligenceEducation
FastAPIpytestPythonSQLite+1
Source pending review
2nd Place

Northern Shift Guard

Northern Shift Guard is an explainable AI safety system for Northern Ontario mining sites that uses computer vision to detect PPE non-compliance and fatigue ris

Cursor Hackathon Sudbury · 2026

Artificial IntelligenceHealthcare
ClaudeFastAPIOpenAI APIPydantic+6
Source pending review
2nd Place | Work & Productivity

Pulse

Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sen

OpenAI Build Week · 2026

EducationSocial Impact
OpenAI CodexDockerFastAPIGroq+14
Source pending review
Logistics & Cybersecurity Track (Software): 2nd Place

Pylon

Rapidly deployable on land and sea, autonomous pylons form a self-healing mesh network with threat detection and resilient communications

DS3 x SIC x Bow Capital Hackathon · 2026

CybersecurityIoT
FastAPIJavaScriptNext.jsNode.js+7
Source pending review
Second Place

ScopePilot

ScopePilot uses real-time AI to help detect and document polyps during colonoscopies, then converts verified findings into image-supported reports for physician

Vitalitics 2026 · 2026

Artificial IntelligenceHealthcare
FastAPINext.jsNode.jsOpenCV+10
Source pending review
Rootin Tootin Straight Shootin (Second Overall)

Standoff Valley

CATHacks XII 2026 Annual hackathon submission! Made in 24 hours. Two partner project using an Electron Front-end and a Python-Backend alongside a Socket.io and

CatHacks XII · 2026

Other
FastAPIGeminiNode.jsPython+1
Source pending review
Second Place Honors

UNDER PRESSURE

The team that genuinely outplayed its opponent won 95% of decisive World Cup matches. We built the analytics platform that proves it, action by action.

AQX Sports Analytics Data Bowl 1.0 · 2026

Gaming
FastAPIJavaScriptPythonReact+3
Source pending review
AE
3rd Place Overall

AEGIS-NAV

Quantum-powered emergency space navigation — real NASA/NOAA threat feeds, VQC star classification, and QAOA route optimization rendered in live 3D.

Synthesis Hacks · 2026

Other
FastAPIPydanticPythonReact Three Fiber+4
Source pending review
3rd Place Gift Card

CareSignal

Find trusted care faster with AI-powered facility search, location insights, and trust signals that help patients compare options and make confident care decisi

Databricks Apps & Agents for Good Hackathon 2026 · 2026

Artificial IntelligenceEducation
JavaScriptPythonUvicorn
Source pending review
3rd Place Team - $50 per team member

Coralytics

Transform your social media data into a living 3D coral reef that reveals sentiment, topics, and engagement insights.

SMU .Hack Enrichment Application Programme 2026 · 2026

Media
FastAPIFirebaseJavaScriptPydantic+7
Source pending review
3rd Prize

Ctrl+Alt+Heal

AI-powered clinical gap detection that finds the diagnoses hiding in your charts, so no condition goes uncoded and no revenue goes uncaptured.

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
DockerFastAPIGoogle CloudHugging Face+4
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+2
Source pending review
3rd Place

FOODFLOW AI

FoodFlow AI autonomously rescues surplus food before it becomes waste, instantly routing it to communities in need.

SP26 Cornell Claude Builders Club Hackathon · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptSQLiteUvicorn
Source pending review
HE
3rd Place – Building with Bedrock

Helm

Steer the fleet. See what you gave back.

AWSHacks 2026 · 2026

Other
DockerFastAPIPydanticpytest+7
Source pending review
Best Security or Privacy Hack 3rd

HoneyDesk

Trap student phishing attempts through live decoys. Classify the attack in real time, and turn it into a plain-English brief that students can act on.

STEMist Hacks IV · 2026

Education
FastAPINext.jsNode.jsPython+5
Source pending review
3rd Prize

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

Daytona HackSprint w/ Braintrust - SF, July 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
3rd Prize

PROXY — Agentic AI for Consumer Justice

Autonomous multi-agent AI that investigates disputes across 8 domains, self-corrects hallucinations, verifies every citation, and drafts ready-to-send appeals —

Aethera Hacks · 2026

Artificial IntelligenceConsumer
DockerFastAPILangChainNext.js+10
Source pending review
SI
Snap AR 3rd Place Track Winner

SignBridge

SignBridge: agentic AI that makes every meeting accessible to deaf users, live Whisper captions, pyannote speaker ID, sign-language avatar, 10 languages, in rea

ImmerseGT 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiGoogle AI Studio+10
Source pending review
AD
Best Rookie Hack

AdvisorIQ

Options-implied volatility meets ML-predicted realised vol so your clients portfolio can react to forward looking risk signals, not yesterday's price history.

The FinTech Hackathon · 2026

EducationFinTech
FastAPIJavaScriptPythonPyTorch+1
Source pending review
Best Use of Pioneer

Agent Negotitation platform

Autonomous AI agents that negotiate deals and settle payments -> no humans required.

Harness Engineering Hack · 2026

Artificial IntelligenceEducation
FastAPILangChainPythonReact+3
Source pending review
Best Social Good/Equity project

AgriBot: Because Every Acre Deserves Intelligence

A smart phone line for your farm that uses Google Earth Engine and UC Davis research to instantly translate complex satellite data into simple, expert advice.

SacHacks VII · 2026

Artificial IntelligenceEducation
FastAPIGeminiJavaScriptLlama+7
Source pending review