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HackWinnerDB

Streamlit

106 winning projects · 83 hackathons · 20262026 · framework

Frequently paired with

2nd Place

FloodSense AI

Python-powered flood detection from Sentinel-1 SAR imagery using deep learning — pixel-accurate flood mapping through clouds in real-time for disaster responder

Built with Python Hackathon · 2026

Artificial IntelligenceEducation
PythonPyTorchStreamlit
Source pending review
[HP] 2nd place

hpcp

We turn the HP Metal Jet S100 into a self-aware digital twin.

HackUPC 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIPythonSQLite+2
Source pending review
Runner Up – 2nd Place

Hungerless

An AI-powered anticipatory action engine that predicts crop deficits and optimizes relief logistics to stop famine before it starts.

Predict4Good Hackathon · 2026

Artificial IntelligenceEducation
PythonStreamlit
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
PythonPyTorchStreamlit
Source pending review
[Smadex] 2nd place

SmadexAd Courtroom

An AI-powered courtroom where 5 specialized agents debate ad creatives to deliver explainable, data-driven marketing decisions.

HackUPC 2026 · 2026

Artificial IntelligenceEducation
FastAPIPythonSQLiteStreamlit
Source pending review
2nd Place

The Accuracy Trap

Retail-flooded prediction markets are 10.97× less accurate than sophisticated ones. I proved it across 4,714 markets and built a live detector that flags it in

ZerveHack · 2026

Artificial IntelligenceEducation
FastAPIPythonStreamlit
Source pending review
2nd Runner up

Xraynet+

"From Pixels to Purpose - Making AI Diagnoses Explainable, Trustworthy, and Human"

HackDays · 2026

Artificial IntelligenceEducation
DockerOpenCVPythonPyTorch+1
Source pending review
3rd Place - General Track

AeroRisk

Risk isn’t flat. Insurance pricing is.

MadData26 · 2026

Social Impact
FastAPIPythonReactStreamlit+1
Source pending review
Third

AI powered Perioperative command center

PeriOp Command is an AI-powered perioperative command center that orchestrates clinical agents to predict risks, detect gaps, forecast ICU needs, optimize readi

Beyond Tomorrow Summit · 2026

Artificial IntelligenceHealthcare
GeminiPythonStreamlit
Source pending review
Third Place

AutoVision

A powered robotic arm that is Gemini-enabled, giving it the power analyse an object from multiple angles.

Hack the Valley Hack Day · 2026

Robotics
ArduinoC++PythonStreamlit
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
ClaudeJavaScriptPythonStreamlit+1
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
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 - SAP Stream

Rootstock

Rootstock preserves knowledge for nonprofits by capturing decisions, relationships, and history from tools like Gmail, Slack, and Google Drive so when staff lea

youCode 2026 · 2026

Social Impact
LangChainOpenAIPythonStreamlit
Source pending review
Energy / Power Stream - 3rd

Solar Labs Ltd.

Satellite imaging solution for urban energy infrastructure

Hacked 2026 · 2026

ProductivitySocial Impact
PythonStreamlit
Source pending review
Best Overall Project

Airfare Analytics: Fair Price & Market Power (Team 53)

A data-driven airfare transparency platform that benchmarks fair prices and uncovers the role of competition and market dominance.

SDSS Datathon 2026 · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
Best Underprivileged Country Hack

AuraHealth AI

Deep Learning assistant for real-time mental health monitoring and burnout prevention.

IBM x UNSA Hackathon · 2026

Artificial IntelligenceHealthcare
PythonPyTorchStreamlit
Source pending review
[MLH] Best Use of Snowflake API

Bioscribe Lab Companion

From messy notes to verified science in seconds.

AI Hackfest · 2026

Artificial IntelligenceEducation
PythonSQLStreamlit
Source pending review
Best Presentation

BloomWatch

A community-powered conservation platform that transforms everyday wildlife observation into measurable environmental impact.​

WildHack · 2026

Climate
FirebaseGoogle CloudPythonStreamlit
Source pending review
CH
Best Use of Snowflake

Cheetah.ai

Serving engines are blind to intent. Cheetah.ai reads the workflow DAG to pre-warm the right document between agent calls. The cold prefill doesn't disappear: i

Uncommon Hacks 2026 · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
Best App Deployed on Google Cloud

ClaimLens:Gemini Powered Reimbursement Document Review

A Gemini-powered multi-agent reimbursement reviewer that reads invoices and PDFs, structures expenses, checks policy and payment evidence, flags cross-currency

Build with Gemini · 2026

Education
PythonStreamlit
Source pending review
Most Practical Solution

Cloud Janitor

Cloud Custodian runs rules. Cloud Janitor runs reasoning.

Kiro Buildfest 2026 Singapore · 2026

Cloud
PythonStreamlit
Source pending review
CR
Best Sustainability Hack - Bitcamp

Cropora - Field Intelligence Platform

Know your fields before the season starts.

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
Best Inference (Wafer)

Datalake

Universities own a multi-billion-dollar AI training corpus they can't sell. Datalake's Wafer agent loop catalogs ownership and labels research in one pass — mes

Uncommon Hacks 2026 · 2026

Artificial IntelligenceEducation
PythonReactSQLSQLite+3
Source pending review