Artificial Intelligence and Data Science Student

Contact : My LinkedIn

Technical Skills: Python, SQL, C++, UML, Adobe Photoshop

Education

• Master in Science and Technology, Artificial Intelligence and Data Science
  Faculty of Science and Technology Tangier
  (June 2025)

• License in Science and Technology, Computer Software Engineering
  Faculty of Science and Technology Tangier
  (June 2023)

• High School Diploma, Mathematical Sciences B
  Moulay Youssef Technical High School
  (July 2020)

Licenses & certifications

• Advanced Level Certification in English Language
  American Language Centers - ACA
  (December 2022)

• Python for Data Science, AI & Development
  IBM
  (November 2023)
  Credential ID : 3MYMPYHJ4TTZ

Work Experience :

Machine Learning Intern (August 2024 - September 2024)

• As a Machine Learning Intern, I worked on enhancing an existing property management platform ( mydayf.com ) by implementing a rental price prediction feature using machine learning. I developed the backend with FastAPI to handle API requests and integrated it with a Next.js frontend, ensuring smooth data flow and user interaction. I also applied web scraping techniques to collect real estate data, preprocessed the dataset, and trained a Gradient Boosting model for accurate rental price prediction.

Game Developer-Internship (April 2023 - June 2023)

• Optimizing the reward system for a serious educational game (GLUPS M123, a multiplication table game) for an enhanced approach to a rewarding learning experience.
• Implementing data acquisition capabilities by recording each player’s activity trace in a well-structured CSV file.
  GitHub - Serious-Game : Some scripts that I contributed to in a serious game using Unity

Graphic Designer (August 2015 - January 2023)

• Passionate graphic designer specializing in dynamic football and singer posters. Combining design skills with an understanding of target audiences, I create visually stunning artwork that captures the excitement of matches and the essence of musicians. With expertise in composition, typography, and color, I bring creativity and professionalism to every project. My goal is to evoke emotions, promote events, and engage viewers in the captivating worlds of football and music.
  My work on Behance
  My work on DeviantArt

Founder & Content Creator (October 2015 - December 2023)

• Since 2015, I have successfully created and managed the Anime Arabic News Network. Through our impressive Facebook page, we have amassed over 15K followers, and our website has garnered more than 2.5 million views. We have consistently provided our dedicated audience with timely and engaging anime news content.
• Since 2018, I have been reducing my involvement with Anime Arabic News Network in order to prioritize my studies.
  Anime Arabic News Network website
  Anime Arabic News Network Page

Projects :

MyDayf Prediction

Github Repository
Full-stack application for predicting house rental prices in Tangier, built with Next.js and FastAPI. As part of a machine learning internship, I developed a rental price prediction system integrated into the MyDayf platform at Tala Space. The project involved scraping real estate data, preprocessing it, and training a predictive model using Gradient Boosting. I built a dynamic front-end using Next.js and integrated it with a FastAPI backend to provide real-time rental price predictions based on user inputs. This project adds value to MyDayf’s offering by introducing predictive insights, with ongoing efforts to improve the model’s accuracy and performance.

Animate

Github Repository
“Animate” is an anime recommendation system using KMeans clustering, ReactJS, and FastAPI for personalized suggestions. During this project, I developed an anime recommendation system named Animate using machine learning techniques like KMeans clustering. The system suggests personalized anime recommendations based on user preferences. I built the front-end using ReactJS for a smooth and interactive user experience, while the back-end was developed with FastAPI to handle data and deliver real-time recommendations.

FSTT chatbot

Github Repository
My task : Fine-Tuning the model

Developed a chatbot application designed to assist students and visitors of the Faculty of Sciences and Techniques in Tanger (FSTT) website. The chatbot use two approach : Retrieval-Augmented Generation (RAG) and Fine-Tuning.

Real-Time Twitter Sentiment Analysis

Github Repository
My task : Implementing Kafka Streaming

Developed a Big Data project focused on real-time sentiment analysis of Twitter data. The project leverages various technologies to collect, process, analyze, and visualize sentiment data from tweets in real-time ( Kafka, Spark, MongoDB, Django and Docker )

Serious Game

Github Repository
My task : Implementing data acquisition capabilities by recording each player’s activity trace in a well-structured CSV file

During an internship, I worked on an open-source project that aimed to enhance the experience of playing and learning. I contributed to the game’s interface and more in the backend, specifically in scripting.

Esalaf

Github Repository
The Esalaf project aims to manage orders, customers, and products for local small markets, replacing the old methods that required writing in a book, by providing them with a GUI to manage all that. It is developed using JavaFX