A Web Portal for a Soil Monitoring Platform
Budget: ₹1,500 – ₹12,500 INR
I am looking for a skilled freelancer to develop a web portal for our soil monitoring platform. The ideal candidate should have experience in the following areas:
A web portal where farmers and scientists can register to view data about the field. The profile of farmer shows prediction about the parameters collected from their field and warnings/immediate requirements about their field. The prediction is done using ML model. A scientist can view information about multiple fields (like an admin).
Objective:
Create end-to-end working website
Fetch Data from ThingsSpeak and supply to the ML model (already prepared) and display all the outputs from the ML model on the website.
The webportal for farmers takes their soil parameters information and uses ml to predict their values for some days, to find out any immediate requirements of the field and inform farmer about it to maximize crop yield. So we need a web portal, integrate ml model with our webportal, connect our ml model with thingspeak cloud to access real time data and display inferences on our portal.
Tech stack for this project would be html,css,js,angular/react, mongodb/firebase and ml. Ml part has been done just need to be integrated with portal.
- Real-time data visualization: We need the web portal to display real-time data in an easy-to-understand format.
- User authentication and access control: The portal should have secure user authentication and access control features to ensure only authorized users can access and interact with the platform.
- Data analytics and reporting: The portal should have the ability to analyze and generate reports based on the collected soil monitoring data.
The development platform or language is not a specific requirement, and I am open to recommendations from the freelancer. I trust the freelancer's judgment in selecting the most suitable platform or language for the project.
Post-development support is not required, as we do not anticipate needing ongoing maintenance, updates, or occasional support.
A web portal where farmers and scientists can register to view data about the field. The profile of farmer shows prediction about the parameters collected from their field and warnings/immediate requirements about their field. The prediction is done using ML model. A scientist can view information about multiple fields (like an admin).
Objective:
Create end-to-end working website
Fetch Data from ThingsSpeak and supply to the ML model (already prepared) and display all the outputs from the ML model on the website.
The webportal for farmers takes their soil parameters information and uses ml to predict their values for some days, to find out any immediate requirements of the field and inform farmer about it to maximize crop yield. So we need a web portal, integrate ml model with our webportal, connect our ml model with thingspeak cloud to access real time data and display inferences on our portal.
Tech stack for this project would be html,css,js,angular/react, mongodb/firebase and ml. Ml part has been done just need to be integrated with portal.
- Real-time data visualization: We need the web portal to display real-time data in an easy-to-understand format.
- User authentication and access control: The portal should have secure user authentication and access control features to ensure only authorized users can access and interact with the platform.
- Data analytics and reporting: The portal should have the ability to analyze and generate reports based on the collected soil monitoring data.
The development platform or language is not a specific requirement, and I am open to recommendations from the freelancer. I trust the freelancer's judgment in selecting the most suitable platform or language for the project.
Post-development support is not required, as we do not anticipate needing ongoing maintenance, updates, or occasional support.