Scraped TikTok Shop Reviews/Comments, applied sentiment analysis, and built an interactive dashboard to extract customer insights.
Built an interactive AI chatbot, showcasing LLM function calling for real-time weather, crypto prices, product search, portfolio info, and jokes.
Designed and deployed an LLM-based chatbot (RAG-enabled) for restaurant and book reservations, automating customer interactions.
A conversational AI agent for call centers that handles customer queries, analyzes sentiment, and generates satisfaction reports.
Implemented AI solutions to convert meeting discussions into actionable tasks with ClickUp and Jira integrations.
Engineered a scalable data collection system using advanced web scraping for efficient lead generation.
Performed in-depth analysis of restaurant operations and user behavior to deliver actionable strategic insights.
Built hybrid and content-based recommendation systems to improve personalization in restaurant and book suggestions.
Developed websites integrated with personalized AI-driven chatbots to enhance customer engagement.
Delivers quick summaries and instant Q&A for videos, helping users grasp content faster and decide if it’s worth their time
Developed automation workflows for AI-generated blog content creation and publishing across CMS platforms.
Built and deployed automation workflows for cross-platform social media content creation and publishing.
Exploring Student Enrollments and Completions in Data-Related Career Tracks
Analysis of audio-related features from the Azrou center's satellite receiver system, focusing on audio levels, decoder resets, etc
Design and implementation of an intelligent virtual assistant to improve the user experience on a company website
Develop a ML model to predict if a tweet describes a real disaster, Implemt of a binary classification model based on tweets text
Uses biometric sensors to optimize sports performance in real time, assessing biomechanics, muscle fatigue, offering personalized advice.
Micro-service based architecture, using Spring Cloud Gateway, Consul and Security based on OAuth2 and OIDC with Keycloak
Analyze and predict power consumption, Comparison between the classic ANN model and the specialized RNN model
Deploy a website on the IBM Cloud platform using the Object Storage service
Adapting a deep learning model to address a prediction problem from scratch.
Exploratory Data Analysis, Data Preprocessing, Model Selection, Model Training and Testing, Optimization and Validation
Mise en place d’une infrastructure Cloud Oracle englobant les services IaaS, Intégration de services PaaS/SaaS, Oracle APEX et Oracle Analytics Cloud
Extract insights to improve health outcomes, Incorporates predictive analytics to anticipate whether a person is likely to be patient or not
Trend analysis and anomalies for a thorough understanding of the financial environment
Linear/Logistic Regression, K-means, SOM (Kohonen), NLP, ANN, RNN
Optimize talent management, employee satisfaction and organizational performance
Identify trends, top selling products and revenue indicators, Help companies make informed decisions to optimize their sales strategies
Develop a Proof of Concept (POC) of a micro-services web application to transfers between wallets
Implemented stream processing architectures for parallel processing in Big Data, optimizing data flow and enhancing real-time analytics.
Built ML models on big data to deliver 88% accurate user destination predictions and 40% faster processing.
Perform ETL from HDFS to PostgreSQL using Scala Spark and build a predictive model for new Airbnb user destinations.
Development of a genetic algorithm integrated with a Multi-Agent System (MAS) to improve optimization performance
This project demonstrates the application of Singular Value Decomposition (SVD) for image compression using Python
Spark SQL passenger handling, MySQL-HDFS data integration (SQOOP), and real-time aircraft incident management expert.
Create new web app for efficient management of internships and projects within our organization, integrated with ERP.
Multi-player interactive gaming experience, integrating Multi-Agent Systems
Multi-agent Systems enhanced with Q-Learning implementation for improved decision-making.
Big Data processing, SQOOP integration, and Spark Structured Streaming for real-time data.
Security, DF Service implementation
Specialist skilled in PCA, temperature-yield analysis through linear regression, and Gradient Descent for optimization.
Web-based contact management application that leverages remote database integration to simplify information retrieval.
Develop a data management and display application by country
Create a banking app to manage customer-owned accounts with DEBIT and CREDIT operations, including current and savings account types.
Personal portfolio website. Don't need much info about it, just scroll down. You're here only!
Develop a custom scientific calculator using advanced mathematical software.
Improved IDS and DLS through algorithm optimization
The project involves developing a Spring-based JEE application to manage a telecommunications operator's subscriptions.
A versatile and efficient exploration method using generic heuristics
Java app for project management with Gantt chart, task/resource management, data import/export, and email/SMS notifications.
A site for managing news for different audiences, content features, and modules for moderation and publishing.
It is an application for bloggers in photography that allows them to create, edit and publish articles on their website
Program to perform mathematical operations on complex numbers, with advanced functions. Useful in physics, electronics..
C++ app for employee info management: name, address, phone, salary, etc.
Website for searching information using HTML, CSS, and Bootstrap. Easy to navigate with user-friendly design.
KNN is a machine learning algorithm for pattern recognition that finds the nearest k observations to predict a target.
Website for Mohammedia ENSET students to manage admin papers, download docs, and keep records securely.
Developed Android Apps
Develop a Spring-based JEE application
Java project that combines exercises and applications to enhance programming skills and understanding for students.
These practical activities aim to put into practice the knowledge acquired in XML and semantic Web to structure and manipulate data.
C++ project with practical assignments to enhance programming skills, requiring prior knowledge of C++.
Efficient implementation of common data structures and optimized algorithms.
C programming project to improve skills through exercises, tasks, and solutions.
C project for matrix operations. Open to all interested in C and matrices.
A platform for sports discovery and participation. Provides event info and tools for improving skills.
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