Global Open Source Quality Assurance System (GOSQAS) is building a free asset tracking system that requires no authentication.

Humanity is an open, public-domain project exploring how humans can live together with dignity, cooperation, and long-term continuity. It combines civilizational principles with rigorous system design to model learning, stewardship, and peaceful scalability.

Community-preview triage workstation for Chinese-language relief coordination teams. Human review required. Non-commercial license.

The project explored large scale geopolitical and humanitarian datasets to identify population movement trends, regional instability signals, and cross border displacement patterns through statistical analysis and data visualization workflows.

Like ride-hailing… but for anything

Local delay-tolerant network system of phones that can be plugged into the internet — like a fallback internet. (PoC)

MatchHelp — plataforma agêntica que conecta instituições em situação de crise a voluntários qualificados via linguagem natural. Multi-agente sobre IBM watsonx Orchestrate + matchmaking ponderado por skill, proximidade e reputação. Hackathon UNASP + IBM 2026.

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

Kotlin Multiplatform app that generates automated weekly weather hazard briefs from NWS data for humanitarian and emergency planning use.

Review-only humanitarian water-resilience proof-of-concept for drought-stressed communities: evidence gates for water quality, treatment, atmospheric-water triage, energy, reserves, maintenance, infrastructure health, MAR screening, receipts, and human review.

Open-source AI anticipatory-action decision support for Fiji — UNFCCC AICA 2026

Advanced Looker Studio dashboard for a winter donation campaign. Integrates real-time data from BigQuery, Firebase, and Google Sheets to track donations, volunteer hours, and logistics.

WaterAccessOptimizer is an open-source platform designed to help NGOs, government agencies, and researchers make data-driven decisions about water access projects. It integrates hydrological data, community data, and infrastructure data to provide risk assessments, interactive visualizations, and data management tools.

RandomForestClassifier model trained using synthetic climate data as a demonstration of a stack: Scikit-Learn (Machine Learning), PostgreSQL(+PostGIS and pgvector for geospatial and vector data), LLMs and sentence-transformer (for semantic search, RAG and SitRep generation), FastAPI and SQLAlchemy (ingestion server)

A global humanitarian logistics system designed to optimize disaster relief and volunteer deployment across international hubs, including Türkiye.

Leveraging the Acoustic Stapedial Reflex (ASR) for Automated Distress Signaling under Rubble.

A decentralized agentic swarm for real-time disaster intelligence

Real-time safety intelligence for humanitarian respondersOpen-source safety intelligence platform for humanitarian responders.

resQ is a mission-critical autonomous platform designed for decentralized coordination in disaster response and emergency logistics, providing resilient infrastructure for autonomous systems when traditional networks fail.

Privacy-first mental health support prototype for Ukrainian service members, veterans, and families.