ESGenius AI is a next-generation ESG analytics platform combining Machine Learning + Generative AI to deliver explainable sustainability intelligence.
|
|
| 🔍 Feature | 🚀 Description |
|---|---|
| ESG Risk Prediction | Classifies companies into Low / Medium / High Risk |
| AI Insights | Generates explanations using AI |
| GRI Mapping | Maps ESG data to global standards |
| BRSR Mapping | Aligns with Indian compliance |
| ESG Reports | Generates structured reports |
graph TD
A[User Input] --> B[ML Model]
B --> C[Risk Prediction]
C --> D[AI Layer]
D --> E[GRI + BRSR Mapping]
E --> F[Insights + Reports]
F --> G[Streamlit Dashboard]
ESGenius-AI/
│
├── banner/
│ └── project_banner.png
├── app.py
├── notebooks/
│ ├── data_connection.ipynb
│ ├── ml_pipeline.ipynb
│ └── esg_compliance_ai.ipynb
│
├── src/
│ ├── ml/predictor.py
│ ├── ai/gemini_utils.py
│ └── compliance/mapping.py
│
├── models/esg_model.pkl
├── data/esg_data.csv
├── requirements.txt
└── README.md
| Layer | Technology |
|---|---|
| ML | Scikit-learn |
| AI | Google AI |
| Backend | Python |
| Frontend | Streamlit |
| Database | MongoDB |
| Visualization | Plotly |
git clone https://github.com/your-username/esgenius-ai.git
cd esgenius-ai
pip install -r requirements.txt
streamlit run app.py
👉 https://aistudio.google.com/app/apikey
Add your API key in the app sidebar
ESG Risk Analysis • Sustainability Insights • Investment Intelligence • Compliance Reporting
📊 Comparison Engine • 🧾 PDF Analyzer • 🌐 Cloud Deploy • 🔐 Auth • 📡 Live Data
Riddhima Singh
AI • Data Science • ML Enthusiast
Give this project a ⭐ if you like it!
Turning ESG data into intelligent, actionable insights using AI.