Crop Advisor

A data-driven advisory system that helps farmers make informed decisions using weather data, soil metrics, and crop recommendations.

Technology Stack

The Problem

Farmers lacked access to actionable, data-backed guidance for crop selection and management decisions.

The Solution

Created a crop advisory platform that ingests weather and soil data, applies recommendation logic, and delivers clear guidance through a simple interface.

Architecture

• Python data processing pipeline
• FastAPI backend serving recommendation endpoints
• PostgreSQL storing regional and crop data
• React frontend for advisory dashboards