A smart disaster relief fund and coordination system designed for Habitat for Humanity Malawi. This project enhances transparency in fund allocation, automates beneficiary verification, uses GIS mapping for disaster impact analysis, and supports real-time collaboration among stakeholders

National-scale vaccine distribution system deployed during COVID-19. Used by Iranian Ministry of Health to optimize allocation for 90 million people. VBA-based optimization engine for crisis response decision support

An offline-first Planetary Steward Field Manual built as interlinked index.html files. Designed to ask and solve the most important stewardship questions using systems thinking, zero-harm principles, local resilience, and scalable coordination from solo practice to global coalitions.

A comprehensive, rights-focused atlas for disrupting amphetamine and methamphetamine markets through public health, social investment, international cooperation, data ethics, and community resilience. Includes seven integrated layers, adaptive frameworks, and a fully interactive offline-first index.html.

In response to the widespread of COVID-19, citizens sought information and support from their city governance through the 311 non-emergency service request system. Our analysis showed that the pandemic has led to a considerable decline in the aggregate number of 311 calls in Kansas City; however, “Public Safety”, “Public Health”, “Trash/Recyclin…

CrisisWeave is a prototype platform designed to improve community coordination during emergencies. It aims to connect people, resources, and reliable information in one place. While still early-stage, it has the potential to create meaningful real-world impact.

Argus.AI is a multimodal generative AI powered application that processes social media data (text, audio, and images) to generate actionable insights for critical and quick response operations. Utilizes NLP and computer vision capabilities of modern AI models like Google Gemini.