AI-Based Irrigation Prediction System

Developed an AI-driven solution using deep learning to predict irrigation requirements for agricultural fields.

The system leverages environmental and soil data to recommend optimal irrigation timing, contributing to efficient water management and cost reduction.

What I delivered:

End-to-end ML pipeline (data preprocessing → modeling → evaluation)

Deep learning model for prediction

Performance analysis and optimization

Business Value:

Minimizes water waste

Improves crop yield efficiency

Supports data-driven agricultural decisions