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HackWinnerDB

FastAPI

652 winning projects · 294 hackathons · 20242026 · framework

Frequently paired with

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+1
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+5
Source pending review
AI
Best Real-World Application

AI Blox

A visual representation of Python based infrastructure in a drag-and-drop format.

vibeFORWARD · 2026

Artificial IntelligenceEducation
FastAPILangChainPyTorchTypeScript
Source pending review
[MLH] Best Use of Vultr

AI GMI

As university students, money is a problem we all face, whether it’s managing it and/or trying to earn some more. Here’s where AI GMI (Am I Gonna Make IT?) come

KentHackIt · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiPython+1
Source pending review
Best Artificial Intelligence

AI Multi-Agent predicts head/neck cancer radiation dose.

This project uses a Multi-Agent Architecture and CT images to predict optimal radiotherapy doses for head and neck cancer, improving planning accuracy and prote

Girls In STEM Global Hackathon · 2026

Artificial IntelligenceHealthcare
DockerFastAPIJavaScriptPyTorch
Source pending review
Best Solo Hack

AlgoPolis

A living city simulation where AI citizens react, adapt, and evolve in real time.

JAMHacks 10 · 2026

Artificial Intelligence
DockerFastAPIMongoDBPython+2
Source pending review
Most Technically Impressive

AlgoShop

A quant terminal, AI agent, and 8 trading strategies — turning every product into a tradeable instrument for consumers to save money on purchasing.

The Phia Hack · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPython
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
FastAPIGeminiOpenAIPinecone+3
Source pending review
AM
Best Social Impact

Amor Et Cura

Built with love and care, so nonprofits can focus on the people they serve.

Women in Computer Science x Opportunity Hack: Spring 2026 Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiGroqLlama+5
Source pending review
IFM x Hacktech - Best Use of K2 Think V2

amy

Amy (amygdala) is the empathy layer that gives vision-language models human-centered data so people stop deciding with half the picture.

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIJavaScriptOpenCV+3
Source pending review
Best documentation

Apex Terminal

A deterministic trading terminal where Autopilot, Backtesting, Workflows, and Global Search are fully auditable and replayable, with proof-pack test evidence an

GenAI Dev Hackathon · 2026

ProductivitySocial Impact
FastAPIPythonReactSQLite+1
Source pending review
Best Data Visualization Experience - Peraton

Apsora Brief

Real-time satellite collision risk dashboard that ingests live conjunction screening data, ranks close-approach events by actual danger, and delivers briefings

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
FastAPIPythonTailwind CSSTypeScript
Source pending review
Best Use of Google APIs (Gemini/Cloud)

Arth-Sutradhar

Bridging village land records to national economics.

Gemini.exe 2.0 · 2026

FinTechIoT
FastAPIReact NativeVertex AI
Source pending review
Best Use of Atlanta Open Data

Atlanta Transit Agent

An agent that answers Atlanta transit questions from live data and refuses to tell you what you want to hear. I set out to prove MARTA underserves poor neighbor

Hack RenderATL · 2026

Artificial IntelligenceEducation
DockerFastAPIGeminiNext.js+2
Source pending review
AU
Challenge: Best Alignment with Mission of IEEE Information Theory

AURA

An AI memory prosthesis using Gemini vision to recognize loved ones and quietly whisper their names to Alzheimer's patients, restoring connection.

DataHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIPythonReact
Source pending review
LOF Best Use of AI in a Healthcare Project

Auralis

Auralis unifies emergency care by turning raw audio into structured intelligence, preserving critical context from 911 call to paramedic handoff to hospital for

Scarlet Hacks · 2026

Artificial IntelligenceHealthcare
FastAPIPythonReactTailwind CSS+1
Source pending review
Best Health & Wellness

Auris

Auris uses a webcam to tag vitals (HRV/Breath) to specific PTSD clinical questions. We use Snowflake AI to cluster triggers, giving therapists objective data on

HooHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIKotlin
Source pending review
Best Scientific & Engineering Application

Auto-Eval3D: Spatial Coherence Evaluator

I automate the QA of 3D generative AI. Auto-Eval3D uses a custom WebGL rig to capture 360-degree interiors of World Labs generations, using Gemini 2.5 Pro to gr

BigThink x World Labs · 2026

Artificial IntelligenceEducation
FastAPIGoogle CloudJavaScriptPython+2
Source pending review
Best AI Project Award

AXIOM — Cognitive Blind Spot Engine

Four specialized AI agents debate your startup idea or thesis in real time, exposing hidden assumptions before the market, a VC, or reality finds them first.

FutureAI Global Hackathon 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptLangChainPython+2
Source pending review
Best Use of Neo4j

backoffice.ai

"We free founders from busywork." Startup founders lose 15-20 hours every week on mundane back-office work. We're building an AI workforce that runs your back o

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FastAPIPostgreSQLPythonTailwind CSS+1
Source pending review
BA
Best use of Modulate's APIs

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FastAPI
Source pending review
Best use of Nimble's API or Web Search Agents

BasketIQ

BasketIQ transforms shopping lists into optimized, real-time purchasing decisions using personal consumption memory and live web pricing intelligence

Agentic Engineering Hack · 2026

Artificial IntelligenceEducation
FastAPIPython
Source pending review
Best Hardware Hack

Baze

Your waze for UC Davis biking - your shortest and safest path to your destination.

HackDavis 2026 · 2026

Social Impact
ArduinoC++FastAPIJavaScript+2
Source pending review
BL
LOF Best Use of AI in a Healthcare Project

BloodBridgeAI

BloodBridge helps hospitals quickly find, verify, and contact eligible blood donors using AI, real-time calls, ETA capture, and map sharing during urgent blood

Scarlet Hacks · 2026

Artificial IntelligenceHealthcare
FastAPIOpenAIPostgreSQLReact
Source pending review