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| title: Mila Wellnest Backend | |
| emoji: 🤰 | |
| colorFrom: pink | |
| colorTo: red | |
| sdk: docker | |
| pinned: true | |
| license: apache-2.0 | |
| short_description: AI support for pregnancy health and mental wellness | |
| # Mila Wellnest 🤰✨ | |
| **Mila Wellnest** is an AI4Good project designed to support pregnant individuals by providing: | |
| - ✅ Risk level prediction based on clinical metrics (e.g., blood pressure, blood sugar, temperature) | |
| - ✅ Community-centered support for **mental health** (including postpartum depression screening) | |
| - ✅ Dynamic backend (FastAPI) and frontend (Gradio) architecture | |
| - ✅ Hugging Face–hosted, GPU-friendly, open-source deployment | |
| --- | |
| ### 🔧 Tech Stack | |
| - **Model**: Fine-tuned Gemma or DistilBERT (transformers) | |
| - **Backend**: FastAPI (Docker) | |
| - **Frontend**: Gradio (in separate Space) | |
| - **Infrastructure**: Hugging Face Spaces | |
| --- | |
| ### 📦 Architecture | |
| ```bash | |
| Mila-Wellnest/ | |
| ├── backend/ | |
| │ ├── app/ # FastAPI app, model, training scripts | |
| │ ├── data/ # JSON training data, saved checkpoints | |
| │ └── requirements.txt | |
| ├── Dockerfile # Launch FastAPI on port 7860 | |