humanitarian-data

Qualitative baseline analysis of community perceptions of safety, trust in security actors, and access to services in post-conflict areas in Somalia

Collect, Analysis and Dashboard for Gaza Humanitarian Needs

Automated humanitarian data pipeline that transforms KoboToolbox survey data into real-time food security intelligence. It cleans and processes field data, computes vulnerability scores, stores analytics in PostgreSQL, and triggers alerts for high-risk households via WhatsApp/SMS to support faster response

Cold-chain integrity ledger prototype for humanitarian supply chains; JavaScript. Independent project, not affiliated with any agency.

Interactive Power BI dashboard monitoring food insecurity across 12 departments in Benin (2020-2023) — built for NGOs and development agencies.

Reproducible October 2025 Syrian subdistrict operational risk index using IOM DTM, OCHA, GHSL, and ACAPS data.

ELT pipeline demo using Python, SQLite and Medallion architecture for humanitarian data

Reproducible data science on UN-sourced humanitarian data: EM-DAT via HDX, UNHCR and World Bank indicators; Python.

A data witness project documenting the ongoing genocide in Gaza and the West Bank — Oct 2023 to present. Every dataset is a testimony. Every number was a name, a family, a dream. We count because the world looks away.

One sentence in → a cited displacement brief out. AI skill pack turning public UNHCR, IDMC & World Bank data into professional PDF/Word country snapshots.

Power BI analysis of forced displacement by origin, population type, region, and year using official UNHCR statistics.

Humanitarian data science analysis of aid allocation and operational patterns in Palestine using IATI data. The project explores temporal trends, regional distribution, donor concentration, and crisis-driven fluctuations in humanitarian activity using exploratory data analysis and feature engineering.

Analyzing how rainfall deficits cascade into food price spikes and conflict in Kenya's vulnerable counties, using Granger causality on climate, price, and conflict data (2006-2025).

Machine learning early warning for hunger crises in Nigeria's LGAs. Random forest, time-based split, Streamlit app.

Open-data API + real-time alerts for Palestine: 132k+ verified records, confidence-scored events, license-aware tiers

An end-to-end data transformation pipeline and logic matrix for cash-based humanitarian transfers.

Power BI analysis of internal displacement and return movements across Sudan using IOM DTM operational data.

Système d’aide à la décision pour la classification et la priorisation multidimensionnelle des ménages vulnérables à partir des données DIEM en RDC.

Portfolio of data analysis and M&E work, including qualitative and quantitative analysis in humanitarian contexts

Conversational RAG system for India humanitarian data — food prices and poverty analysis using LangChain, ChromaDB and Claude