An end-to-end NLP application for customer sentiment analysis using a fine-tuned DistilBERT model.
- 3-class sentiment classification (Positive, Neutral, Negative)
- Confidence-based uncertainty detection
- Batch review analysis with CSV export
- Interactive analytics dashboard
- FastAPI REST API
- HTML/CSS/JavaScript frontend
- Hugging Face model hosting
- Python
- DistilBERT (Transformers)
- FastAPI
- Hugging Face
- HTML, CSS, JavaScript
- Pandas
- PyTorch