AI + IoT for smallholder mango farmers
A practical, low-power system that gives explainable recommendations for irrigation, fertilizer, and pest management — built to run at the farm edge and work offline.
A practical, low-power system that gives explainable recommendations for irrigation, fertilizer, and pest management — built to run at the farm edge and work offline.
Edge analytics + rain probability to recommend when and how long to irrigate.
Simple rules evolving to ML models with local farm data fine-tuning.
On-device TFLite signals + explainable guidance to reduce risk and costs.
Conducted as part of a PhD at the Faculty of Business and Law, University of Portsmouth.