A smart chatbot that uses Generative AI, LLMs, and Retrieval-Augmented Generation (RAG) to provide personalized gift suggestions. It combines real-time information retrieval with creative responses…

This project focuses on classifying traffic signs using the GTSRB dataset, a key challenge for autonomous driving systems. The repository includes data exploration, model training, and evaluation.

This project is focused on building a movie recommendation system using the MovieLens dataset. The system leverages several machine learning techniques to provide personalized movie recommendations…

This project aims to predict loan defaults in retail banking using an end-to-end MLOps pipeline. It includes data preprocessing, model engineering, CI/CD, model tracking and cloud deployment of the…

The purpose of this case study is to provide nuanced recommendations of movies to an audience based on NLP to extract rich features and matrix vectorization with SVD model..

This project aims to analyze the determinants for a woman being the primary source of revenue in a household using data from the "Conditions de Travail 2013" survey. The analysis will be focused on…

This project analyzes household transactions from 2,500 frequent shoppers over two years, including demographics and marketing history. It features a Streamlit dashboard with pages for Data explora…

An image and video description generator using an CNN-RNN based architecture.