sahel

Predict child malnutrition risk in Chad with machine learning to help health workers act early and target care

A Python simulation of the Yacouba Loop — combining Zaï pits, biochar, and managed grazing to halt desertification in the Sahel.

Reproducible code showing how African easterly waves organize the mesoscale convective systems that bring most of the Sahel's summer rain. Wave-following composites on open data (ERA5, GridSat-B1).

ML pipeline predicting child malnutrition risk in Chad using DHS 2014 survey data. Gradient Boosting achieved 92% accuracy and 0.979 AUC on 9,826 children. 52.9% of Chadian children under five are malnourished.

マリ共和国の直近12ヶ月のテロ・誘拐・襲撃事案を可視化するインタラクティブダッシュボード（地図＋分析チャート）

Multi-actor serious game prototype on Sahel climate resilience, land restoration, pastoral mobility and coordination, implemented in Tabletop Simulator with asymmetric actors and a Lua Guided Turn Manager.

This repo contains R code to grab ITF data from NOAA CPC ftp server : https://ftp.cpc.ncep.noaa.gov/fews/itf/

Sahel region geospatial dashboard with AI-powered analysis — START Hack 2025

QGIS plugin for Sahel region geospatial analysis with AI chatbot — START Hack 2025

||GIS and ML pipeline predicting food price spikes and mapping food insecurity across Northern Nigeria, the Sahel and Horn of Africa.

Research portfolio covering Artificial Intelligence, Robotics, IoT, Climate-Smart Agriculture and Software Engineering projects.

FructoSahel — AI-powered farm management platform for agricultural operations in the Sahel region

Offline-first monitoring and protection for critical equipment cabinets in the Sahel — ESP32 firmware in C++, plus a Siemens LOGO! variant in IEC 61131-3 Structured Text.