24 models built by African innovators across 6 sectors.
Feature-rich geospatial pipeline (1,000+ engineered features) + soil-depth matching to predict multiple nutrients from satellite/climate/soil signals.
Country: Kenya | Sector: Climate Resilience | GitHub
Domain-aware ensemble that blends Random Forest + LightGBM, with adversarial feature selection; separate inference path for historical vs 2025 data.
Country: Kenya | Sector: Climate Resilience | GitHub
Climate-zone + village-level modelling: Köppen–Geiger clustering, hierarchical statistics, and an ensemble to improve nutrient estimates without lab tests.
Country: Kenya | Sector: Climate Resilience | GitHub
Hackathon model: climate & market resilience (FarmSawa).
Country: Kenya | Sector: Climate Resilience | GitHub
Hackathon model: climate & market resilience (FarmSawa).
Country: Kenya | Sector: Climate Resilience | GitHub
Hackathon model: climate & market resilience (FarmSawa).
Country: Kenya | Sector: Climate Resilience | GitHub
Upload coming soon
Country: Ghana | Sector: Supply Chain
Upload coming soon
Country: Ghana | Sector: Supply Chain
Upload coming soon
Country: Ghana | Sector: Supply Chain
Baseline/shared recommender system solution for the Farm to Feed online challenge (Zindi).
Country: Kenya | Sector: Supply Chain | GitHub
Winning/shared solution: produce recommendations (Farm to Feed).
Country: Kenya | Sector: Supply Chain | GitHub
Winning/shared solution: produce recommendations (Farm to Feed).
Country: Kenya | Sector: Supply Chain | GitHub
County-level maize price predictor (Kenyan award): lag/rolling features + ML regression for weekly price forecasts.
Country: Kenya | Sector: Supply Chain | GitHub
Maize price forecasting workflow (female award): regression model with calendar/lag features to predict weekly prices by county.
Country: Kenya | Sector: Supply Chain | GitHub
Weekly dry-maize price forecaster across Kenyan counties: time-series feature engineering + ML regression to support sell-timing decisions.
Country: Kenya | Sector: Supply Chain | GitHub
Hackathon model: inclusive credit scoring (FarmSawa).
Country: Kenya | Sector: Agri-Finance | GitHub
Hackathon model: inclusive credit scoring (FarmSawa).
Country: Kenya | Sector: Agri-Finance | GitHub
Hackathon model: inclusive credit scoring (FarmSawa).
Country: Kenya | Sector: Agri-Finance | GitHub
Practice-adoption model tuned for Kenyan-context generalisation: structured preprocessing + supervised learning for 7/90/120-day adoption probabilities.
Country: Kenya | Sector: Livestock | GitHub
End-to-end practice-adoption predictor (7/90/120 days): feature engineering on training records + classification models with probability outputs.
Country: Kenya | Sector: Livestock | GitHub
Practice-adoption prediction pipeline (7/90/120 days) optimized for stable probability estimates and leaderboard performance (female team award).
Country: Kenya | Sector: Livestock | GitHub
Winning/shared solution: pixel-level crop classification (Tolbi).
Country: Ivory Coast | Sector: Crop Science | GitHub
Winning/shared solution: pixel-level crop classification (Tolbi).
Country: Ivory Coast | Sector: Crop Science | GitHub
Winning/shared solution: pixel-level crop classification (Tolbi).
Country: Ivory Coast | Sector: Crop Science | GitHub