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HackWinnerDBv0.1
Tech Stack Indexai-platform

Hugging Face

45 winning projects46 hackathons20262026
Overall DAMM x EHUB winner

Calés

Calés: Procurement Market Intelligence Engine: turn commodity market noise into a clear Buy / Wait / Hedge / Monitor decision, with evidence.

DAMM <&> EHUB · 2026

Artificial IntelligenceEducation
FastAPIHugging FacePythonReact+3
Source pending review
Winner MarketPulse Challenge

RAMP

Ramp helps Damm UK account managers prepare scheduled customer calls with generated forecasts, custom reports, and clear visual support for gaps, wins, drivers,

DAMM <&> EHUB · 2026

Artificial IntelligenceEducation
FastAPIHugging FaceNext.jsPython
Source pending review
All Winners

Semantix

Semantix — Explainable AI for Better Communication

LingHacks VII · 2026

Artificial IntelligenceEducation
FastAPIHugging FaceNext.jsNode.js+6
Source pending review
AI Research and Alignment Environments by d_model [$500 for 1st, $250 for 2nd, $125 for 3rd (Amazon gift cards)]

Object State Tracking in Language Models

I investigate whether language models can track evolving object states across multi-step narratives or fail at state overwriting.

HackPrinceton Spring '26 · 2026

Artificial IntelligenceEducation
Hugging FacePythonPyTorch
Source pending review
1st Overall

Penguin

Penguin is an AI agent that lives inside your iMessage group chat. Add it like any other member, @mention it, and it answers with memory of all the inside jokes

SCU Hack-a-Stack - Endurance Track · 2026

Artificial IntelligenceEducation
CloudflareFastAPIHugging FacePython
Source pending review
1st Prize

PiedPiper

A multimodal compression platform for LLM context windows. Whether it's text or video, we'll make it small.

FoundersHack Sydney 2026 · 2026

Artificial IntelligenceEducation
Hugging FaceOpenAI APIPythonPyTorch
Source pending review
SI
1st Raspberry Pi 4 Starter Kit

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

HudHack2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiGoogle AI Studio+10
Source pending review
1st Place

Student Companion AI Platform

Student Companion AI Platform - is an ai-driven student support platform that streamline easy access to academic resources, information and opportunities 24/7 a

Claude Builders Club Hackathon @ ALU · 2026

Artificial IntelligenceEducation
AnthropicClaudeDockerHugging Face+6
Source pending review
UN
Fivetran - 1st Place

Unravel

Your pocket speech therapist.

Google Cloud Rapid Agent Hackathon · 2026

Artificial IntelligenceEducation
FastAPIHugging FacePythonPyTorch+3
Source pending review
2nd Prize

Arbiter

Arbiter sorts recycling from trash at the bin. Pi Camera + MobileNetV3 + servo lever. Locked domain for consistent captures. 97% waste precision, 86% recall on

Aethera Hacks · 2026

Other
Hugging FaceOpenCVPythonPyTorch
Source pending review
2nd Prize

Arbiter

Arbiter sorts recycling from trash at the bin. Pi Camera + MobileNetV3 + servo lever. Locked domain for consistent captures. 97% waste precision, 86% recall on

Girls In STEM Global Hackathon · 2026

Other
Hugging FaceOpenCVPythonPyTorch
Source pending review
2nd Prize

Arbiter

Arbiter sorts recycling from trash at the bin. Pi Camera + MobileNetV3 + servo lever. Locked domain for consistent captures. 97% waste precision, 86% recall on

Lumora Hacks · 2026

Other
Hugging FaceOpenCVPythonPyTorch
Source pending review
Track: Best AI Inspection (2nd Place)

Cat Vision Copilot

Cat Vision Copilot is an AI inspection assistant that analyzes live video in real time, ranks issue severity, and delivers insights via a chatbot, built to inte

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsHugging FaceNode.jsOpenAI+7
Source pending review
2nd Place

Jailbreak Gemma LLM in the Education Domain

Jailbreaking Gemma 4 E2B models to expose safety gaps in AI lesson planning. Our goal is to highlight developer accountability and urge educators to critically

DS6051 Decoding LLMs Hackathon · 2026

Artificial IntelligenceEducation
Hugging FacePython
Source pending review
Second Runner-Up

Lumina Mod-AI

A cross-lingual AI moderator detecting Hindi/English hate speech. Powered by an mDeBERTa-v3 PyTorch pipeline with a 94.4% F1-Score, connected to a live, real-ti

NeuroLogic '26: Global NLP Datathon · 2026

Artificial IntelligenceEducation
Hugging FacePythonPyTorchStreamlit
Source pending review
Social Impact track - 2nd place

Orion & Diana

Autonomous OSINT agent detecting oil spills faster than any human...

JacHacks Spring · 2026

HealthcareFinTech
Hugging FacePythonReact
Source pending review
Mental Health Second Place

Pegasus

Catch burnout before it catches you.

Milpitas Hacks 3 · 2026

Social Impact
CloudflareFastAPIHugging FacePython+4
Source pending review
2nd Place - General Challenge

Plumb

LLMs in your 3D space? Get it Plumb'd right.

MPC Hacks · 2026

Other
ClaudeFigmaHugging FaceModel Context Protocol+4
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
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
ClaudeGitHub ActionsHugging FaceJavaScript+4
Source pending review
Third Place

EvidenceCV

Evidence-Based Resume Generation using RAG

{eHacks} 2026 · 2026

Other
FastAPIHugging FaceMongoDBPython+3
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
3rd Place Health Track

SuaraNafas

Multimodal AI screening for Tuberculosis.

Garuda Hacks 7.0 · 2026

Artificial IntelligenceEducation
FastAPIHugging FaceNext.jsPython+4
Source pending review
Best Use of Gemini

alphaResearch

Analysts track 10k-word transcripts for 8-15 stocks. AI tools offer fragments; alpha research provides the unified, peer-level analysis needed to decode drivers

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiHugging FaceModel Context Protocol+7
Source pending review