HackUSF 2026

Devpost hackathon: HackUSF 2026. Imported automatically.

Winners

A.N.R (Agentic Nuclear Reactor)Best Overall 1stCan you imagine having a proper AI being able to help streamline efficiencies, not just in everyday, but in complex tasks such as running a fusion reactor?FastAPIGeminiPython

RecallBest Overall 2ndRecall is a networking memory that runs on your glasses. It captions the conversation, remembers who you met and what they're raising, and hands it back with onSwift

VigilEyesBest Overall 3rdTruckers drive 11+ hours daily in isolation. VigilEyes uses custom YOLOv8 and sensor fusion to detect fatigue and swerving, providing a real-time risk score to FlaskJavaScriptPython

CareCallBest Beginner HackLost after medical discharge? CareCall calls you — in your language, in a caring voice — to check in, answer questions, and make sure you actually understand whElevenLabsPythonReact
Crisis-Net[MLH] Best Use of .TechCrisis-Net is a real-time disaster response dashboard that utilizes AI agents to detect threats, record severity, map impact, locate shelter, and send targeted GeminiPythonReact
DontCollapseBest Design HackDontCollapse uses AI to identify high-risk urban zones by analyzing flood, infrastructure, and social data, delivering fragility scores and clear actions to preFastAPIGroqJavaScript
Echo VestBest AI HackAn AI vest designed to assist the visually impaired, it detects objects, vibrates in the corresponding direction, and has voice commands to list any obstructionC++JavaScriptPython
ElderWatch[MLH] Best Use of Snowflake APISometimes we need a helping hand in taking care of our loved ones.FastAPIPythonReact
GuidoMost Innovative HackGetting where you need to go should never be the hard part.ArduinoElevenLabsPython
Pooh-Virtual-Companion[MLH] Best Use of ElevenLabsMeet Pooh, a physical AI companion designed to be there for you. Inspired by the loved character of Winnie the Pooh, it listens, responds with empathy, all throAnthropicElevenLabs
ResponseOne[MLH] Best Use of Gemini APIRespond to incidents before they’re reported. Real-time AI analysis of public footage enables immediate detection and faster, informed response.GeminiMongoDBNext.js

BowserGoogle Cloud: Building a Self-Healing World with Google ADKTurning rehab into heroic playElevenLabsFastAPIGemini
NovaBayClimate Teach-In Sustainability Challenge: Living by the water; A Civic Challenge for Environmental Resilience.Build Smarter. Build Safer.AnthropicClaude
Solace.aiOracle: Technology in Service of HumanitySolace.ai is a real-time AI voice companion that provides comfort for children in hospital care, with a stuffed animal as its physical interface.FastAPIJavaScriptOpenAI
T.I.T.A.N. - Tampa Intelligent Threat Analysis NetworkGoogle Cloud: Building a Self-Healing World with Google ADKTITAN is an AI emergency system using parallel agents for floods, roads, and risk. It self-corrects with QA loops and shares real-time updates for faster, equitPythonTypeScript
Use ProtechtionNextEra Energy Challenge: Malware Analysis ChallengeManually dissecting malware takes hours. Our platform replaces this entire process with a single file upload and an AI agent team that provides results in minutClaudeDockerFastAPI