STEMist Hacks IV

Devpost hackathon: STEMist Hacks IV. Imported automatically.

Winners

CircuitCourtBest Simulated Use of Circuit 1stFinds, minimizes, and replays the event histories that make safety firmware miss real hazards—then verifies the repair on the same evidence.ArduinoC++ESP32
PayTrackBest use of Render 1stFight back against employers blatantly stealing from you.ClaudeJavaScriptReact
PhishLensBest Security or Privacy Hack 1stPhishLens is a privacy-first Android security shield that combines real-time browser and SMS interception with Groq AI intelligence to instantly detect and blocGroqKotlin
PROXY — Agentic AI for Consumer JusticeBest AI Hack 1stAutonomous multi-agent AI that investigates disputes across 8 domains, self-corrects hallucinations, verifies every citation, and drafts ready-to-send appeals —DockerFastAPILangChain
Travelers1st Place Overall Sponsored by T-MobileLess Planning, More TravelingCloudflareSwift

Coordin82nd Place OverallCoordin8 is an app that helps coordinate events and ventures, making the experience for both the hosts and participants easier!ClaudeJavaScriptPython
DocLensBest AI Hack 2ndAI-powered forensic detection of forged signatures and tampered documents.FastAPIJavaScriptOpenCV
InvockBest Security or Privacy 2ndA deterministic execution trust layer that authorizes, constrains, contains, privacy-governs, and cryptographically proves AI-agent actions before they reach toClaudeDockerSQLite
kidcheckBest use of Render 2ndKidCheck searches the live web for student opportunities, verifies eligibility against each user’s profile, and delivers ranked matches with trusted sources andPostgreSQLReactTailwind CSS
Lala LandBest Simulated Use of Circuit 2nduse ai to turn hand-drawn circuits into interactive simulations, then edit, build and test them digitally before making them in real life.C++JavaScript
Taxiway ReliabilityBest Vision and Hardware Hack 2nd PlaceA segmentation model for aircraft taxiing — plus a layer that tells you, with no answer key, when not to believe it.OpenCVPythonPyTorch

HoneyDeskBest Security or Privacy Hack 3rdTrap student phishing attempts through live decoys. Classify the attack in real time, and turn it into a plain-English brief that students can act on.FastAPIPythonReact
MemoraBest AI Hack 3rdAn AI-powered memory palace that helps you master concepts by teaching them to intelligent mentorsOpenAIReactSupabase
RauChatBest use of Render 3rdSIGN IN USING ID andyha1201@naver.com pw heemangstudios for dev test if you don't want to make a account https://github.com/ghandhitechnology/STEMist2026-RaPythonPyTorchTypeScript
sign2graph3rd Place OverallDraw it. See it. Understand it.GeminiNext.jsReact

paperLoomBest Vision & Hardware HackWhat if your paper became the password? PaperLoom turns physical notes and textbooks into secure, AI-powered learning spaces. An ESP32 creates a unique cryptogrGeminiPostgreSQL