Lucy
Lucy is an NLP-powered chatbot that holds conversations with users and answers questions about Nepal Engineering College, making college information easier to access for students and visitors.
Highlights
- End-to-end deep learning project: NLP model built with PyTorch and Transformers, reaching around 90% accuracy.
- FastAPI REST backend with PostgreSQL and JWT authentication, and a React + Material UI chat interface, deployed with Docker.
- Published as a journal article: Bridging the Gap in College Information Access Through Natural Language Processing Powered Lucy Chatbot.
Tech stack: PyTorch · Transformers · Scikit-learn · FastAPI · PostgreSQL · React.js · Material UI · Docker