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HackWinnerDB

FastAPI

652 winning projects · 294 hackathons · 20242026 · framework

Frequently paired with

MLH + GEMINI SWAG

Lumina-AI powered Educator

Master any YouTube lecture instantly. Lumina generates structured courses from video content.

PIXEL.GEMINI · 2026

Artificial IntelligenceEducation
FastAPIPythonSQLiteTailwind CSS+1
Source pending review
Participation Prize

Market_Pulse

AI-powered multi-agent financial sentiment platform that transforms real-time market news into actionable sentiment scores, trend insights, and visual analytics

Measure up · 2026

Artificial Intelligence
FastAPIPythonStreamlit
Source pending review
Fitbit

Medi-Twin (Solo, Overall, Health, AI/ML)

We all react to substances differently, yet medication bottles usually give everyone the same dosage. Medi-Twin is a 'Digital Twin' of your body, aiding in the

HackHounds 2026 · 2026

Artificial IntelligenceHealthcare
FastAPIJavaScriptPythonReact
Source pending review
Keychron Mechanical Keyboard

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

MontyHacks IX · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIOpenAIPython+3
Source pending review
Codex $100 Credit

MindScribe

AI-powered text-to-mindmap tool that turns dense study material into interactive visual knowledge maps.

Hack Days CUET · 2026

Artificial IntelligenceEducation
FastAPIFirebaseOpenAIPython+1
Source pending review
CBRE Challenge

Miro

Upload the past, Mirror the present. Miro turns scattered emails and tenant history into a clear, prioritized view of what matters right now.

WEHack 2026 · 2026

Other
ElevenLabsFastAPIGoogle MapsJavaScript+3
Source pending review
Participation Certificates

MovieSphere

Real-time watch parties + AI-powered recommendations — Netflix but social

Ctrl+V Hackathon · 2026

Artificial IntelligenceEducation
FastAPIPythonSupabase
Source pending review
Health Care by SASE

N.O.O.R. - Neuro-Occipital Output Reader

TLIS patients can't speak, move, or shift their eyes. NOOR turns thought into speech. The user focuses on flickering tiles and EEG decodes which frequency their

Hackabull VII · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPythonReact
Source pending review
CSC Impact Gold Award

NakshaBot

Turns hours of hand-drawn Census field maps into accurate, ready-to-use HLB layouts in minutes built solo by a Class 12 student, already used by 5000+ enumerato

CSC Summer Impactathon · 2026

EducationSocial Impact
DockerFastAPIOpenCVPostgreSQL+4
Source pending review
Internship Opportunities

narrative-video-agent

Autonomous Imagery to Cinema: Powered by Multi-Agent Intelligence and Semantic Graphs.

SUMMER HACKATHON 2026 · 2026

Artificial IntelligenceEducation
FastAPIGroqTailwind CSSVercel
Source pending review
Sideshift x HackTech - Cash Prize + Interview

NewZ

Newz turns the footage people are already recording into multi-angle local news, automatically with no editing, no captions, no profiles. Just point, shoot, and

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiPython+2
Source pending review
State Farm Challenge

NightOracle

50% of fatal crashes happen at night. We trained a model on 5 years of NHTSA crash data, paired it with live sensors, and score your exact route before you leav

WEHack 2026 · 2026

Other
FastAPIPythonReactTailwind CSS
Source pending review
Responsible AI

Noesis

Noesis is an AI sense-making tool that surfaces student thoughts from notes and nonverbal cues, promoting equity of voice, engagement, and teacher responsivenes

Civic Hacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIMongoDBPythonReact+2
Source pending review
Feedback prize

Notary - An AI Creative Review Board for Generative Media

Screens every AI-generated take against brand and compliance rules, revises the failures with the reasons they failed, escalates what it can't judge to a human,

Backblaze Generative Media Hackathon: Build with Genblaze on B2 · 2026

Artificial IntelligenceEducation
DockerFastAPIPythonReact+1
Source pending review
WEB DOMAIN

Oculus IQ

OculusIQ is an AI-powered multi-agent intelligence platform that predicts disruptions, identifies risks, and transforms fragmented operational data into actiona

AgentVerse · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPythonReact+1
Source pending review
Codex Credit of $100

open_Shikkhok

personalized teacher for everyone

Codex Community Meetup - Dhaka · 2026

Artificial IntelligenceEducation
FastAPIOpenAIPythonReact+1
Source pending review
Amazon Echo Dot

OpenSight

A desktop AI platform that connects agents, task automation, and personal productivity tools to manage research, scheduling, shopping, and workflows. It's techn

Google Solutions Challenge GDG on Campus Virginia Tech Spring 2026 · 2026

Artificial IntelligenceDeveloper Tools
ElevenLabsFastAPIGoogle AI StudioGoogle Cloud+1
Source pending review
Cloudinary Challenge

OperaAI

AI visual repair guidance for Canadian technicians and homeowners.

Hack Canada 2026 · 2026

Artificial Intelligence
ElevenLabsFastAPIPython
Source pending review
Vibiz

Palm

PALM unifies your child's health from day one and answers parents 24/7 on validated protocols- giving Pediatricians more time to care, less spent answering the

HackRome · 2026

Artificial IntelligenceHealthcare
ElevenLabsFastAPIMongoDBOpenAI+2
Source pending review
Coffee Chat with Asma Ahmed (IBM Z Sheridan President and Founder of UNSA Sheridan)

Pandexis

Pick a disease and a starting city. Slide R0, masks, travel curbs. World map of likely spread, calibrated 95% bands, AI explainers per region. Built on IBM Clou

IBM x UNSA Hackathon · 2026

Artificial IntelligenceEducation
AnthropicClaudeFastAPIPython+2
Source pending review
Google Swag Kits

PaperTrial

Defend your thesis before the real defense destroys you.

Bot To Agent by MLH Hack Days · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptLangChainPostgreSQL+5
Source pending review
Top 7–10 Projects - Rising Builder Awards

Parity

Enter any opinion. AI steelmans both sides — you pick a position and fight back across 5 rounds. Voice duel, fallacy detection, and coach mode. AI judge renders

LovHack Season 2 · 2026

Artificial IntelligenceEducation
FastAPIPythonReactTypeScript
Source pending review
Design: Wireless Bluetooth Mouse

PAWPATH

PawPath is an AI-powered dog walk planner that tells you exactly when, where, and how long to walk your dog. You snap a photo of your dog, and instantly identif

RAMHACK 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiGoogle MapsPython+2
Source pending review
Hardware

PEPPER

Some minds have always struggled to be heard. Pepper listens. A brain-computer interface with 6 AI agents that protects your focus, coaches your stress, and rem

Hackabull VII · 2026

Artificial IntelligenceEducation
ArduinoElevenLabsFastAPIGemini+6
Source pending review