Portfolio
Hospital Functionality in the Gaza Strip
2026 · Published
Peer-reviewed article published in Conflict and Health, analysis of hospital system capacity across 35 facilities in Gaza over the first 13 months of conflict, using WHO HeRAMS and rapid response data. Found that hospital system functionality dropped to 13.9% by April 2024 and never exceeded 33% after December 2023, providing quantitative evidence of the systematic collapse of Gaza’s health system.
Overture Link Data Pipeline
2025 · Complete
Open-source ETL pipeline published for the World Bank to automate Overture Maps extraction, transformation, and publishing across operational geospatial workflows. Reduced manual geospatial processing time through a repeatable workflow supporting 176 countries, reusable queries, and both ArcGIS Online publishing and portable GIS exports.
Automated Humanitarian Data Classification
2021 · Complete
NLP classification pipeline to auto-tag humanitarian datasets and reduce manual triage in emergency data workflows. Reached 91.8% average classification accuracy across key humanitarian data categories used in rapid assessments.
Countering Terrorism Financing through AI
2021 · Complete
Collaborative AI initiative to strengthen financial intelligence workflows for counter-terrorism financing investigations. Produced a practical prototype direction for cross-source analysis and investigator-facing workflows under a UN-aligned program.
HXLDash
2020 · Complete
Automated dashboard and map toolkit to accelerate reporting from humanitarian datasets tagged with HXL. Helped deliver a reusable reporting toolkit that reduced setup time for crisis dashboards and map products.
Value for Money Dashboard, Virgin Islands Government
2019 · Archived
Public-facing analytics dashboard for communicating value-for-money results across government recovery projects. Translated evaluation framework outputs into a dashboard format usable by leadership and the public.
Yemen DTM Support, International Organization for Migration
2018 · Complete
GIS and assessment support for displacement tracking outputs used in Yemen response planning. Delivered geospatial and analytical support for displacement tracking products used by response stakeholders.
IFRC MENA Hub
2017 · Archived
Early regional information hub aggregating operational resources for IFRC MENA teams. Centralized regional resources and project visibility prior to platform consolidation into IFRC GO.
IFRC 3W Dashboard
2017 · Archived
Regional 3W dashboard implementation to improve visibility of Red Cross and Red Crescent operations in MENA. Provided a consolidated 3W view before migration to newer IFRC GO platform workflows.
Syria Survey of Surveys
2016 · Archived
D3-based visualization for consolidating and exploring assessment activity across Syria. Improved visibility of assessment coverage and reduced duplication risk in humanitarian analysis workflows.
Syria 3W Dashboard
2016 · Archived
D3 humanitarian 3W dashboard mapping Red Cross activities across Syria. Delivered an interactive operations overview that improved project visibility before later platform transitions.
A Quick Intro to Humanitarian Mapping
2016 · Archived
Practical introductory guide designed to help newcomers start with humanitarian mapping workflows. Created an accessible learning resource that lowered entry barriers for volunteers and early-career practitioners.
© 2026 Ryan Arias Delafosse