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Identifying where seniors are most at risk of social isolation and helping social services reach them before they are overlooked.
Event-Driven Traffic Congestion Command Center
Is your city's river getting better or worse? aqua-signal answers that from free public sensors — no API keys, no black boxes.
Citizen eyes. AI structure. Scientific action. HydroTriage transforms raw urban water observations into evidence-quality-scored reports that researchers can triage, validate, and act on in minutes.
Sparse sensors, full picture: physics-informed AI reconstructs contamination plumes in real time, detecting risk to drinking-water wells earlier than naive methods. I am submitting to track 3.
An explainable stream-health signal that turns citizen water observations into an early-warning score, boil-water advisory candidate, and human-reviewed escalation path for authorities.
Autonomous AI assistant for Telegram — voice & text control, task planning, 60+ tools, offline STT. Self-hosted: DeepSeek R1, Vosk, Playwright, Docker. 2,400+ tests.
Personal AI assistant: Telegram + OpenManus + desktop control + memory
Autonomous pentest agent — AMD Developer Hackathon ACT II. Local LLM on ROCm orchestrates nmap & Metasploit with a real-time attack graph. Fully offline.
Offline-first local AI desktop control plane for Turkmenistan — privacy-first, hardware-aware and loopback-only.
Educational crypto market analysis bot for Telegram — exchange data via ccxt, statistical scoring, Kelly-criterion risk models.
Research platform: self-improving AI agent that solves engineering problems via baseline + critic architecture. FastAPI, React, DeepSeek, Gemini.
Compare les plans de structure et les dessins d'atelier d'armature, relève les non-conformités et produit le rapport PDF par feuillet, entièrement en local.
Deniable encryption and steganography using natural language as a medium
We find the quiet doors of seniors before they are forgotten
Helping Singapore residents and caregivers turn local heat forecasts into practical cooling choices and requests for support, with older adults at the heart of the design.
A conversational pre-consultation assistant designed to help patients organize their information before meeting a healthcare professional.
AI Interview Coach
Case Cabinet is an AI-powered evidence workspace that organizes documents, images, text files ,docs, pdfs, and audio, extracts key information, and helps investigators identify relevant connections.
A scholarship model cut remote students’ odds by 9×. We removed the penalty. Equal-opportunity gap: 0.283 → 0.045
Proposes an inhalable microparticulate system for rapid pulmonary delivery of cardiovascular medication, aiming for early supportive management of suspected MI before definitive hospital treatment.
Helping women turn symptoms into evidence and advocate for better care.
A desktop pet that's the crew's spotter: it watches a live feed of a remote machine's screen over the tailnet, reacts in real time
AI that detects when a customer may be manipulated into sending money, pauses risky payments, verifies intent through adaptive questioning, and escalates suspicious cases to a human.
