humanitarian-data

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

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

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.

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

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

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

Collect, Analysis and Dashboard for Gaza Humanitarian Needs

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).

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.

Power BI decision-support dashboard analysing 2025 humanitarian funding requirements, gaps, and coverage using UN OCHA FTS data.

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

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

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

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.

Autonomous LangGraph agent that fetches live humanitarian data from OCHA HDX, analyzes risk patterns, and generates structured reports using Anthropic Claude and tool calling.

Data analysis and visualization project on UNOSAT satellite-based building damage assessments for Gaza (2023–2025), combining a GeoPandas/pandas cleaning and EDA pipeline with a 3-page Power BI dashboard built for reconstruction planning.

Interactive demographic geo-dashboard for Lebanon (1,611 ADM3 localities) built for a UN ESCWA assignment — WorldPop data, HDX boundaries, rule-based demographic classifier.