(THE BEST SaaS Project I have ever built with my team)
🏆 Top 5 Finalist, Smart India Hackathon 2024 | Ministry of Coal | 2,000+ teams
📅 Aug 2024 - Feb 2025
https://github.com/77Oshnik/GreenMines
WHAT IT DOES
Comprehensive emission tracking and forecasting platform for coal mining operations. Enables mine operators to track CO2/methane emissions, predict future trends, simulate reduction scenarios, and calculate carbon credit profitability.
TECH STACK
Frontend: React, Next.js, Recharts, Leaflet.js, OpenStreetMap, Tailwind CSS
Backend: Node.js, Express.js, JWT Authentication
Machine Learning: Python, scikit-learn (Random Forest Regression), pandas, NumPy
Database: MongoDB Atlas, Mongoose
Deployment: Vercel (Frontend), Render (Backend), GitHub CI/CD
Additional: PDF Generation (jsPDF/pdfkit), Real-time Simulation Engine
KEY FEATURES
- Multi-Source Emission Tracking – Centralized system to monitor and manage greenhouse gas emissions from transportation, fuel combustion, explosives, and electricity with real-time visibility
- Predictive ML Models (92% Accuracy) – Source-wise Random Forest models trained on 2024 data to forecast emissions, classify risk levels, and provide combined and individual emission insights
- Carbon Neutrality Pathways – Integrated decarbonization strategies with cost-benefit analysis and customizable timelines to support carbon neutrality goals
- Interactive Dashboard – Real-time visual analytics with automated reporting, carbon credit calculations, and profit projections