Projects by Bensmail-anis

RAGbot---Generative_AI-RAG-Application

bensmail-anis/ragbot---generative_ai-rag-application

A powerful chatbot assistant leveraging Retrieval-Augmented Generation (RAG) to answer questions from multiple PDF documents. RAGbot generates accurate responses and provides source references, making it an ideal assistant for working with domain-specific PDFs.

NetWise_DevFest24

bensmail-anis/netwise_devfest24

NetWise is a bandwidth management and optimization system developed for the DevFest Algiers Hackathon.

Human-Emotion-Detection-Through-Computer-Vision

bensmail-anis/human-emotion-detection-through-computer-vision

Human Emotion Detection through various deep learning techniques , including using diverse model architectures, Transfer learning , Transformers and data strategies.

Building-a-GPT-Inspired-Transformer-from-Scratch

bensmail-anis/building-a-gpt-inspired-transformer-from-scratch

We build a Mini Generative Pretrained Transformer (GPT) inspired by the "Attention is All You Need" paper -11 M params

developing-gpt2-124M-from-scratch

bensmail-anis/developing-gpt2-124m-from-scratch

A custom implementation of OpenAI's GPT-2(124M) from scratch, following the paper "Language Models are Unsupervised Multitask Learners".We train the model on the FineWeb dataset -10 billion tokens.

Black-Friday-Project

bensmail-anis/black-friday-project

The project revolves around analyzing a comprehensive Black Friday sales dataset.The primary objectives involve exploring the relationships between various attributes, predicting purchase amounts using machine learning models, and understanding the impact of different factors on Black Friday sales.