VirusWarn-SC2 is a simple Variants of concern aLert system script for SARS-CoV-2.

PMU data monitoring tool for real-time detection of oscillations in power systems.

"Emergency Management and Coordination System" application is a complete end-to-end disaster management application.

Climate Disaster Warning System is a deep learning-based project for detecting wildfires, floods, and sea-level rise using satellite and ground data. It leverages ResNet, Vision Transformer (ViT), and GRACE datasets to support early warning systems and climate research.

🌍 A digital health platform designed to detect, monitor, and help prevent outbreaks of water-borne diseases in vulnerable rural and tribal communities. This system integrates mobile reporting (clinics, ASHA workers, volunteers), IoT water quality sensors, and AI/ML models to predict outbreaks, generate alerts, and support health departments with

Multi-source public health intelligence system for epidemiological surveillance and early warning

Detecting Abnormal Markets - Early Warning Systems

Early warning system developed for Saibai Island

🐦 Early warning system monitoring 22 global indicators for financial, supply chain, and geopolitical risks. Real-time alerts help families prepare before disruptions impact daily life.

A Python-based decision support tool that forecasts short-horizon demand, evaluates capacity utilization risk, and produces prioritized mitigation actions with backtest accuracy (MAE/MAPE) and a professional PDF report.

Undergraduate Report presented as a partial requirement for obtaining the degree of Bachelor in Computer Science

End-to-End Python implementation of Mukhia et al.'s (2025) methodology for detecting political risk transmission in stablecoin markets. Implements dynamic programming for endogenous breakpoint detection, Empirical Mode Decomposition, Cholesky-identified structural shocks, and AAFT surrogate validation to quantify political uncertainty spillovers.

Early Warning System Projects

Derzeit wird in Deutschland zur Überwachung der Poliofreiheit eine syndromische Surveillance hospitalisierter Patienten mit aseptischer Meningitis/Enzephalitis und akuter schlaffer Paresen durchgeführt (Enterovirus-Surveillance, EVSurv).