syrine55/Tunisian-Banking-Multilingual-ChatBot

# 🎯This is an academic research project ### 💬The first intelligent multi-dimensional chatbot in Tunisian dialect, English, and French with advanced integrated services. during this project i have worked on the following : * Scraping, preprocessing and preparing Tunisian dialect Data pipelines using external libraries and unsupervised learning. * Creating an end to end multilingual chatbot multi-platform application using Rasa Framework,Custom deep learning architecture with services consisting in : * ✅Conducting a hybrid conversation in four languages and responding with intelligent semantic answers fit to the question asked. * ✅Speech to text communication. * ✅Credit risk prediction according to the client’s historical data( previous credits, balances, payment amounts etc..). * ✅Info extraction from Bank documents using computer vision ( OCR ). * ✅Deployment of the app on multiple platforms ( Web / desktop / mobile) ### ⚙️technologies used: NLP - Python - Rasa - Docker- Keras - NLTK - Spacy - OpenCV Node.Js - Quasar - Sklearn - Heroku - MongoDB - Plotly ## 🎯 Here is the Scientific Poster of the full Project :