All projects
Full Stack · AI/MLPersonal

AgroGuide – AI-Powered Crop Recommendation System

AgroGuide recommends optimal crops to farmers using soil data and real-time weather from the OpenWeather API, served by a Flask-based machine learning model behind a MERN stack application. It also integrates Esewa for secure local payments.

MERN StackFlaskMachine LearningOpenWeather APIEsewa API
System flow
UserFlaskMachine LearningMERN StackOpenWeather APIEsewa APIOutput