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Morningstar User

@morningstaruser

Data Science graduate who contributed to an intelligent tourist recommendation system combining preferences, context, and Machine Learning.

Morocco

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What I'm looking for

I'm seeking a junior position in Data Science, Machine Learning, or Data Analysis.

At CitiXperts, I contributed to the development and evaluation of an intelligent tourist recommendation engine. It combined user preferences, contextual information, availability, behavioral signals, business rules, and Machine Learning.

My projects include a tourist recommendation system with a candidate-generation and ranking pipeline, a 3D tree species classifier, and an e-commerce sales analysis. I also developed web applications for timetable management, bookings, and Machine Learning-based classification.

Experience

Work history, roles, and key accomplishments

Final-Year Internship – Intelligent Tourist Recommendation System

CitiXperts

Apr 2026 - Aug 2026 (4 months)

Designed a hybrid tourist recommendation system combining user preferences, contextual information, availability, behavioral signals, business rules, and Machine Learning. Contributed to the development and evaluation of the recommendation engine.

Machine Learning Recommendation Systems Data Analysis Python fastAPI Spring Boot MySQL

Final-Year Internship – Timetable Management Application

École Normale Supérieure Administration

May 2024 - Aug 2024 (3 months)

Developed a web application for automated timetable management. Built front-end and back-end components using Laravel, React, and Vue.js, and improved the user interface and automated administrative workflows.

Laravel React Vue.Js Web Development PHP JavaScript

Internship – Booking Platform Development

Digital Agency Specializing in Web and Mobile Solutions

Apr 2023 - Jun 2023 (2 months)

Developed a web application for booking hotels, flights, and other services. Contributed to the design, development, and testing phases using HTML, CSS, JavaScript, React, Bootstrap, MySQL, PHP, and Laravel.

HTML CSS JavaScript React Bootstrap MySQL PHP Laravel