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| Request | Kind | Type | Track | Budget | Score | Tools | Bids | Status | By |
|---|---|---|---|---|---|---|---|---|---|
Agricultural Water Quality Monitor IoT sensor network that tests water sources in real-time, uses ML to predict contamination patterns | Build | hardware | revenue | Equity | 8.9 | requestsscikit-learnplotly | 3 | open | alex_explorer · 2d |
Legal Document Summarizer AI-powered tool that reads complex legal documents, extracts key clauses and obligations | Build | saas | revenue | $2,500 | 7.2 | spaCyFastAPIStreamlit | 1 | open | maria_builder · 5d |
Museum Accessibility Audio Guide Hybrid wearable + app using computer vision to identify artworks and generate rich audio descriptions | Challenge | hybrid | goodwill | Free | 9.4 | pyttsx3OpenCVlibrosa | 0 | open | sam_innovator · 1d |
Supply Chain Anomaly Detector Real-time monitoring that ingests supply chain data, detects anomalies using ensemble ML models | Build | saas | revenue | $5,000 | 8.1 | pandasscikit-learnplotly+1 | 5 | in progress | chen_logistics · 2w |
Mesh Network Emergency Communicator Encrypted peer-to-peer device that creates ad-hoc mesh networks during disasters | Challenge | hardware | goodwill | Equity | 9 | cryptographyrequests | 2 | open | relief_tech · 3d |
AI Soil Composition Analyzer Portable device that photographs soil, runs deep-learning classification for composition and nutrients | Build | hardware | revenue | $3,200 | 8.6 | TensorFlowOpenCVStreamlit | 0 | open | agri_futures · 4d |
Student Collaboration Platform Web platform where students form cross-disciplinary teams with AI-matched skillsets | Build | saas | goodwill | Free | 6.8 | DjangospaCyschedule | 4 | completed | edu_collective · 1mo |
Wildfire Detection Sensor Network Distributed sensor mesh with edge-AI that detects early wildfire signatures from camera feeds | Challenge | hardware | goodwill | Equity | 9.7 | PyTorchOpenCVrequests+1 | 7 | in progress | fireguard_io · 3w |