Django-Based Predictive Modeling Web App for Agriculture
Budget: $30 – $250 USD
I'm looking for an experienced Django developer to build a Python-based predictive modeling web app tailored for agriculture. This app should utilize the Random Forest algorithm for predictions.
Key Features:
- The web app should accept a CSV file as input. This file will contain nutrient measurements.
- It should output graphs representing the levels of each nutrient. I specifically want bar charts and pie charts.
- The app should also handle cases where the soil grade, from 0 to 2, is specified.
- An AI bot should be integrated into the web app. This bot will provide suggestions on how to improve the soil or recommend suitable crops for the given soil.
User Interface:
- The user interface needs to be simple and clean. It should be intuitive and easy to navigate.
Data Input:
- Users should be able to input the CSV file via a file upload feature.
Ideal Skills and Experience:
- Proficiency in Python and Django is essential.
- Prior experience in building predictive modeling web apps will be a significant advantage.
- Familiarity with creating interactive data visualizations is preferred.
- Experience with integrating AI bots into web applications will be highly regarded.
Key Features:
- The web app should accept a CSV file as input. This file will contain nutrient measurements.
- It should output graphs representing the levels of each nutrient. I specifically want bar charts and pie charts.
- The app should also handle cases where the soil grade, from 0 to 2, is specified.
- An AI bot should be integrated into the web app. This bot will provide suggestions on how to improve the soil or recommend suitable crops for the given soil.
User Interface:
- The user interface needs to be simple and clean. It should be intuitive and easy to navigate.
Data Input:
- Users should be able to input the CSV file via a file upload feature.
Ideal Skills and Experience:
- Proficiency in Python and Django is essential.
- Prior experience in building predictive modeling web apps will be a significant advantage.
- Familiarity with creating interactive data visualizations is preferred.
- Experience with integrating AI bots into web applications will be highly regarded.