My Projects
Technological exploration and creative solutions
My Books Store
Building an online bookstore to sell my books on Data Science, Web Development, Big Data, Data Engineering, Data Systems, Machine Learning, and Deep Learning. The platform will provide high-quality resources for tech and data enthusiasts. Coming soon.
Fine-Tuning Qwen LLM for Arabic News Understanding
This project showcases the fine-tuning of the Qwen large language model on Arabic news datasets to enhance its performance in tasks like news comprehension, named entity recognition, and summarization within Arabic-language contexts.
Morrocan Darija to English Translation
This project focuses on fine-tuning the mBART multilingual model to enable accurate translation from Darija (Moroccan Arabic) to English, covering the full workflow from dataset preparation to deploying an interactive demo.
Coriander and parsley classification
Build a classifier that can distinguish between coriander and parsley accurately.
Spark pipeline
This project aims to build an end-to-end ETL (Extract, Transform, Load) pipeline for analyzing customer transactions.
Moroccan License Plate Detection and Recognition
This project detects and recognizes Moroccan vehicle license plates using the YOLOv3 model and Optical Character Recognition (OCR).
Moroccan License Plate Detection
The primary objective of this project is to implement a YOLOv4 neural network to detect and identify license plates in vehicle images.
Top UK Youtubrs in 2024: from Excel to Power BI
find out who the top YouTubers are in 2024 to decide on which YouTubers would be best to run marketing campaigns throughout the rest of the year.
Barcode and QR Code Detection
A Python-based application that allows users to detect and decode barcodes and QR codes from images, videos, or live webcam streams.
Prediction of Median House Values in Californian Districts
This project aims to predict the median house values in various districts of California using machine learning models.
Spam Classifier
The objective of this project is to build a spam classifier using a dataset of ham (non-spam) and spam emails.
Password Strength Prediction
The objective of this project is to predict the strength of passwords using machine learning models.
Talend data integration project
Creation of a Data Integration System in a Data Warehouse.
Sales Data Analysis Project
The objective of this project is to analyze sales data using Power BI. The analysis provides insights into sales performance, customer demographics, product categories, and returns, enabling better business decisions.
Web scraping from Jumia
This project involves web scraping from the Jumia website.
Object detection using opencv
This project utilizes OpenCV for object detection in videos, enabling real-time identification and tracking of various objects.
Face Recognition with OpenCV
This project uses OpenCV for face recognition, enabling the identification and verification of faces in images and videos.
Face recognition with mediapipe
This project uses MediaPipe to detect and track faces in both images and videos.