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title: Mila Wellnest
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sdk: docker
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license: apache-2.0
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short_description:
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title: Mila Wellnest Backend
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emoji: π€°
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license: apache-2.0
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short_description: AI support for pregnancy health and mental wellness
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# Mila Wellnest π€°β¨
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**Mila Wellnest** is an AI4Good project designed to support pregnant individuals by providing:
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- β
Risk level prediction based on clinical metrics (e.g., blood pressure, blood sugar, temperature)
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- β
Community-centered support for **mental health** (including postpartum depression screening)
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- β
Dynamic backend (FastAPI) and frontend (Gradio) architecture
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- β
Hugging Faceβhosted, GPU-friendly, open-source deployment
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---
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### π§ Tech Stack
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- **Model**: Fine-tuned Gemma or DistilBERT (transformers)
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- **Backend**: FastAPI (Docker)
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- **Frontend**: Gradio (in separate Space)
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- **Infrastructure**: Hugging Face Spaces
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---
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### π¦ Architecture
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```bash
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Mila-Wellnest/
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βββ backend/
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β βββ app/ # FastAPI app, model, training scripts
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β βββ data/ # JSON training data, saved checkpoints
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β βββ requirements.txt
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βββ Dockerfile # Launch FastAPI on port 7860
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