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crop_recommendation
š± Crop Recommendation System (Machine Learning Project)
A web-based Machine Learning application that predicts the most suitable crop based on soil nutrients and environmental conditions to support smart agricultural decision-making.
Technologies Used:
HTML, CSS, JavaScript, Django, Python, NumPy, Pandas, Scikit-learn
ML Model:
Random Forest Classifier (with comparisons using Decision Tree, KNN, Logistic Regression, and SVM)
Input Features:
N, P, K, Temperature, Humidity, pH, Rainfall
Target:
Crop Label
Key Features:
User Signup & Signin Authentication
Dedicated Admin Login
Accurate crop prediction using ML
Clean and responsive web interface
Objective:
To help farmers select the best crop using data-driven insights and improve agricultural productivity.
Skills: Artificial Intelligence (AI), SQL, +8 skills
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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Catching up with posting on my Contra portfolio, first is a backend engineering project I got done for By Any Means Basketball.
Smooth visuals š„ What did you use to design the UI/UX?
ā¢ Jun 8
š± Introducing FarmFriends ā a community-built digital world shaped by collective creativity.
For the Figma Makeathon, I wanted to explore how individual contributions can come together to create something much larger than any one person could build alone.
FarmFriends is a concept for a shared digital farm where users can discover animals in the real world, add them to a communal landscape, and help shape the environment through their own creativity. Every animal, drawing, and contribution becomes part of a living world that continuously evolves through community participation.
The inspiration came from collaborative internet experiences like r/place, where thousands of people contribute to a single canvas over time. Instead of pixels, FarmFriends uses animals, drawings, and creativity as the building blocks of a shared ecosystem. The goal is to create a space where every contribution matters and where the community collectively tells the story of the farm.
The current prototype is an early exploration of the idea and doesn't yet fully represent the complete vision. Due to time and platform limitations during development, several planned features, interactions, and community mechanics couldn't be implemented. However, the focus was to validate the core concept and demonstrate how a community-created farm could grow organically through the contributions of people around the world.
This project is less about technology and more about creating something meaningful together.
I'd love to hear your thoughts and feedback on the concept! š¾
https://reuse-easel-31891414.figma.site/
I started out as a full-stack web developer (Angular, back in the day), working alongside several startups early on. That's where I learned the job is bigger than writing code: founders need someone who helps shape the product, not just build it.
For about four years I moved into the Webflow world. And even there I wasn't just building websites: I used Wized and Xano to ship real web apps, and wrote JavaScript to add the interactivity those tools couldn't reach. That's also where I kept running into their limits.
So now I'm back to development, working the way I do best: a technical partner who helps founders structure their product and prioritize what to build, then builds it with them. Scalable web apps from the ground up, and migrations off Lovable, Bolt, and other no-code tools when they start hitting walls with scale, security, costs, or lock-in.
If that's where you are right now, let's connect. I'd genuinely love to hear what you're building.
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