Weather Warnings creation, communication and dissemination tool - Conforming to CAP v1.2 Standards

Open-source disaster risk intelligence platform for US municipalities — powered by FEMA, USGS & NOAA public data

Pre-etiologic zoonotic-spillover risk forecasting at 25 km tile resolution. Methodology, 25-event validation cohort, 8-layer governance framework, MCP server source, regulatory pathway. Aqta Technologies Limited (Dublin).

Geopolitical early warning system for the Iran-USA-Israel crisis. Real-time event ingestion, 7 risk indices, 5 escalation scenarios with explainable alerts. FastAPI + Next.js + PostgreSQL + Celery on Railway.

Real-time GitHub exploit PoC monitor that scores, analyzes, and alerts on newly published CVE exploits before they trend. Built to give defenders a head start.

Simulated hospital deterioration dataset: 10,000 admissions, hourly vitals+labs over a 72h cohort, with ML-ready tables incl. “next 12h” early-warning target.

System detects the firearm or any other lethal weapon carried by any person and alerts the security team to act before any bad incident occurs

A $15 seismometer in every home - open-source distributed earthquake early-warning sensor mesh (ESP32 + MEMS).

🌩️ Pantau peringatan dini cuaca Kepulauan Riau secara real-time. Data resmi BMKG dengan desain Liquid Glass khas iOS 26 yang bersih, ringan, dan cepat! ⚡

Fourier-based Low-Frequency Spectral Dynamics Network for differentiable spectral learning, early-warning analysis, and physics-aware modeling of complex dynamical systems.

12h clinical deterioration early-warning baseline: tabular models (LogReg / HistGradientBoosting / optional XGBoost), simple probability ensemble, and cost-based threshold/policy tables exported for dashboards.

Adaptive Action Intelligence (AAI): Turning Climate Early Warning into Coordinated Early Action through AI-powered operational decision support.

Hospital deterioration early-warning EDA (first 72h): cohort KPIs, event timing, risk-score behavior, physiologic trajectories, and a toy alert-policy view.

PDL (PROVIDER Definition Language) — YAML-basierte DSL für Lieferketten-Störungsszenarien: Spezifikation, Referenzparser, Tools und Beispiele aus dem BMFTR-Verbundprojekt PROVIDER

Asset-centered geopolitical early-warning and strategic intelligence platform.

An EEW app for Android and Windows. Currently in development. iOS and Linux are coming!

Asset-centered geopolitical early-warning and strategic intelligence platform for escalation analysis, infrastructure risk, and global event monitoring.

Vedura is a government-oriented public health awareness and early signal intelligence platform designed to support authorities with population-level insights while providing verified, multilingual health guidance to citizens.

AI-based early detection of subcontractor performance deterioration on DOT roadway projects. Links subcontractor shortages to liquidated damages and develops GC mitigation strategies to prevent cascade failures. Motivation: “Early detection could have prevented $395,006 in damages.”

Lightweight smart-ag alert pipeline powered by Open-Meteo & Sentinel-2. Features highly customizable ROIs, time ranges, season gating, and rule thresholds for one-click alerts, event merging, and explainable reporting.