Portfolio Details
Project Information
- Category: Data Science and Business Intelligence
- Client: 3MTT Challenge Showcase Project
- Project date: June, 2025
- Project URL: mubarak-agrisense-dashboard.com
Project Overview
This project addresses the challenges faced by Nigerian farmers in making data-driven decisions. The AgriSense Dashboard is an end-to-end analytics solution designed to empower agricultural stakeholders by transforming raw data into actionable insights. Through predictive modeling and interactive visualizations, the dashboard provides a centralized platform for understanding key agricultural trends, mitigating risks, and optimizing profitability.
The core objective of AgriSense is to bridge the gap between complex agricultural data and practical farm management. By providing features such as yield forecasting, weather risk assessment, and historical trend analysis, the dashboard enables users to move from instinct-based decisions to informed strategies. This solution not only enhances efficiency but also aims to improve crop yields and overall economic outcomes for the agricultural community.
Key Features
Yield & Price Forecasting
A predictive model that forecasts crop yield and market price based on historical data and key environmental factors.
Weather Risk Assessment
Provides early warnings for extreme weather events like droughts or floods to help farmers proactively protect their crops.
Historical Trend Analysis
Allows users to analyze past trends for crops and market prices across different regions, identifying patterns to inform future planting and business decisions.
Interactive Data Exploration
Enables users to interact directly with the charts by hovering, zooming, and filtering, providing a dynamic way to gain deeper insights.