You will get AI-Powered Crop Recommendation Platform with React, Django & ML
Project details
Transform agriculture with this production-ready AI Crop Recommendation Platform—a complete full-stack solution combining React.js, Django REST Framework, and Machine Learning to help farmers make data-driven crop decisions.
🎯 WHAT MAKES THIS UNIQUE:
Unlike basic ML demos, this is a fully-featured, deployment-ready application with beautiful UI and enterprise architecture. The RandomForest model provides calibrated confidence scores (0-100%), alternative suggestions, and smart color-coded warnings.
🚀 KEY FEATURES:
✅ Production-Ready: Clean code, JWT auth, proper error handling, scalable design
✅ Smart AI: Confidence scoring with Green/Yellow/Red alerts based on prediction reliability
✅ Beautiful UX: Tailwind CSS design with interactive Recharts visualizations
✅ Complete System: User authentication, prediction history, analytics, responsive mobile design
💼 WHY CHOOSE THIS:
Portfolio-grade project demonstrating best practices in full-stack development and ML integration. Not just code—a professionally architected system that scales from demo to commercial AgriTech product.
Perfect for startup MVPs, academic research, or foundation for larger agricultural platforms.
🎯 WHAT MAKES THIS UNIQUE:
Unlike basic ML demos, this is a fully-featured, deployment-ready application with beautiful UI and enterprise architecture. The RandomForest model provides calibrated confidence scores (0-100%), alternative suggestions, and smart color-coded warnings.
🚀 KEY FEATURES:
✅ Production-Ready: Clean code, JWT auth, proper error handling, scalable design
✅ Smart AI: Confidence scoring with Green/Yellow/Red alerts based on prediction reliability
✅ Beautiful UX: Tailwind CSS design with interactive Recharts visualizations
✅ Complete System: User authentication, prediction history, analytics, responsive mobile design
💼 WHY CHOOSE THIS:
Portfolio-grade project demonstrating best practices in full-stack development and ML integration. Not just code—a professionally architected system that scales from demo to commercial AgriTech product.
Perfect for startup MVPs, academic research, or foundation for larger agricultural platforms.
Programming Languages
JavaScript, PythonCoding Expertise
Cross Browser & Device Compatibility, Performance Optimization, SecurityWhat's included
| Service Tiers |
Starter
$50
|
Standard
$350
|
Advanced
$600
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 0 | 2 | 5 |
Number of Pages | 5 | 5 | 7 |
Design Customization | - | ||
Content Upload | - | - | |
Responsive Design | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$10 - $50
Additional Revision
+$10
Additional Page
(+ 2 Days)
+$10Frequently asked questions
About Jijanur
Full-Stack Developer | Django & React | AI/ML & Scalable Apps
Chattogram, Bangladesh - 2:58 am local time
Hi! I’m Jijanur Rahman, a full-stack web developer from Bangladesh 🇧🇩 specializing in React.js frontend, Django backend, and AI/ML solutions. I help startups, agencies, and businesses turn ideas into fully functional, responsive, and scalable web applications that deliver real results.
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What I Can Do for You:
- Full-Stack Web Development: React, Django, REST APIs, responsive & mobile-friendly UI/UX
- AI & Machine Learning: Predictive models, deep learning, generative AI, NLP, data-driven apps
- Data & Automation: Clean, analyze, and visualize large datasets; Python scripting and automation
- Design & Editing: Logo/banner design, video editing for YouTube, reels, and social media
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Selected Projects:
- Real-Time Collaborative Presentation Editor – Built with React & Fabric.js, allowing multiple users to edit slides simultaneously
- Crop Recommendation System – ML model with 99.55% accuracy for soil-based predictions
- Sentiment Analysis App – CNN + LSTM ensemble with 96% accuracy for analyzing product reviews and social media content
- Book Generator App – React-based web tool simulating book publishing
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Certifications & Skills:
- FreeCodeCamp: Responsive Web Design
- LinkedIn Learning: Generative AI
- HackerRank: REST API & Problem Solving
- GitHub Professional
- Key Skills: React.js, Django, Python, REST API, Tailwind CSS, Git, GitHub, Heroku, Netlify, Matplotlib, Seaborn, TensorFlow, Scikit-learn
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Why Work With Me:
- Clear and fast communication
- Deadline-focused with production-ready results
- Tailored solutions to fit your unique business needs
- Combination of technical expertise + design thinking ensures functional and visually polished apps
Let’s collaborate to bring your next project to life! 🚀
Message me today — I’m ready to start and help you achieve your goals.
Steps for completing your project
After purchasing the project, send requirements so Jijanur can start the project.
Delivery time starts when Jijanur receives requirements from you.
Jijanur works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements Analysis & Planning
I'll review your requirements, use case, and any custom data provided. We'll discuss branding preferences, hosting options, and confirm the project scope to ensure alignment with your goals.
Environment Setup & Configuration
I'll set up the development environment, install all dependencies (React, Django, ML libraries), configure the database, and ensure the pre-trained Machine Learning model is properly loaded and calibrated.